diff --git a/CMakeLists.txt b/CMakeLists.txt index 0a7fa430b091ed77c703da00cc95480831e80609..cc9322f017781ff734fe82ad5489092c76b4bc06 100644 --- a/CMakeLists.txt +++ b/CMakeLists.txt @@ -27,5 +27,6 @@ add_subdirectory(dune) add_subdirectory(doc) add_subdirectory(cmake/modules) + # finalize the dune project, e.g. generating config.h etc. finalize_dune_project(GENERATE_CONFIG_H_CMAKE) diff --git a/Matlab-Programs/BMatrix.txt b/Matlab-Programs/BMatrix.txt new file mode 100644 index 0000000000000000000000000000000000000000..a758f4e80ddfe98e31e5c55d78e482f3a6aeb9ad --- /dev/null +++ b/Matlab-Programs/BMatrix.txt @@ -0,0 +1,3 @@ +1 1 -0.612883927868050238 +1 2 -0.599999999999977551 +1 3 -0.000197872958097770234 diff --git a/Matlab-Programs/MatlabDuneImport.m b/Matlab-Programs/MatlabDuneImport.m new file mode 100644 index 0000000000000000000000000000000000000000..82c48dc450dce38e184734e4d5e11ece345f5983 --- /dev/null +++ b/Matlab-Programs/MatlabDuneImport.m @@ -0,0 +1,4 @@ +new_mat = spconvert(load('matlab.txt')); %Sparse Matrix type + +new_mat = full(new_mat) + diff --git a/Matlab-Programs/Minimization.mlx b/Matlab-Programs/Minimization.mlx index 0f820d20422f81b36ace9cfbfc7399125274743f..19e2d2bcf44518829519b53b8f52ec2a2021c88e 100644 Binary files a/Matlab-Programs/Minimization.mlx and b/Matlab-Programs/Minimization.mlx differ diff --git a/Matlab-Programs/Minimization_Script.m b/Matlab-Programs/Minimization_Script.m index 034580b684ec6bd43202e33b2e8d72c0c2b5a7bf..3491941d010e513bc69181b401e0a8c401f10e1a 100644 --- a/Matlab-Programs/Minimization_Script.m +++ b/Matlab-Programs/Minimization_Script.m @@ -40,8 +40,7 @@ catch ME % use relativePath Bmat = spconvert(load('../outputs/BMatrix.txt')); fprintf('Use relative Path') end -Qmat = spconvert(load('../outputs/QMatrix.txt')); -Bmat = spconvert(load('../outputs/BMatrix.txt')); + %convert to full matrix... diff --git a/Matlab-Programs/Minimization_compare.mlx b/Matlab-Programs/Minimization_compare.mlx new file mode 100644 index 0000000000000000000000000000000000000000..2e5e59307a2539c5f46fba1894abaea96a2d3d25 Binary files /dev/null and b/Matlab-Programs/Minimization_compare.mlx differ diff --git a/Matlab-Programs/PD.py b/Matlab-Programs/PD.py new file mode 100644 index 0000000000000000000000000000000000000000..1c2d99cf87752f5757f2a7b90d1e52546e69862d --- /dev/null +++ b/Matlab-Programs/PD.py @@ -0,0 +1,146 @@ +# state file generated using paraview version 5.7.0 + +# ---------------------------------------------------------------- +# setup views used in the visualization +# ---------------------------------------------------------------- + +# trace generated using paraview version 5.7.0 +# +# To ensure correct image size when batch processing, please search +# for and uncomment the line `# renderView*.ViewSize = [*,*]` + +#### import the simple module from the paraview +from paraview.simple import * +#### disable automatic camera reset on 'Show' +paraview.simple._DisableFirstRenderCameraReset() + +# Create a new 'Render View' +renderView1 = CreateView('RenderView') +renderView1.ViewSize = [964, 795] +renderView1.AxesGrid = 'GridAxes3DActor' +renderView1.CenterOfRotation = [20.0, 25.25, 19.999999225139618] +renderView1.StereoType = 'Crystal Eyes' +renderView1.CameraPosition = [19.716196756133453, -140.19818563854574, 19.725993950408547] +renderView1.CameraFocalPoint = [19.716196756133453, 4.1990335064686235, 19.725993950408554] +renderView1.CameraViewUp = [0.0, 0.0, 1.0] +renderView1.CameraFocalDisk = 1.0 +renderView1.CameraParallelScale = 37.37275037457204 +renderView1.Background = [0.32, 0.34, 0.43] + +SetActiveView(None) + +# ---------------------------------------------------------------- +# setup view layouts +# ---------------------------------------------------------------- + +# create new layout object 'Layout #1' +layout1 = CreateLayout(name='Layout #1') +layout1.AssignView(0, renderView1) + +# ---------------------------------------------------------------- +# restore active view +SetActiveView(renderView1) +# ---------------------------------------------------------------- + +# ---------------------------------------------------------------- +# setup the data processing pipelines +# ---------------------------------------------------------------- + +# create a new 'Legacy VTK Reader' +phaseDiagramvtk = LegacyVTKReader(FileNames=['/home/klaus/Desktop/DUNE/dune-microstructure/Matlab-Programs/PhaseDiagram.vtk']) + +# create a new 'Legacy VTK Reader' +phaseDiagramvtk_1 = LegacyVTKReader(FileNames=['/home/klaus/Desktop/DUNE/dune-microstructure/Matlab-Programs/PhaseDiagram.vtk']) + +# create a new 'Legacy VTK Reader' +phaseDiagramvtk_2 = LegacyVTKReader(FileNames=['/home/klaus/Desktop/DUNE/dune-microstructure/Matlab-Programs/PhaseDiagram.vtk']) + +# create a new 'Legacy VTK Reader' +legacyVTKReader1 = LegacyVTKReader(FileNames=['/home/klaus/Desktop/DUNE/dune-microstructure/Matlab-Programs/wind.vtk']) + +# create a new 'Transform' +transform1 = Transform(Input=phaseDiagramvtk_2) +transform1.Transform = 'Transform' + +# init the 'Transform' selected for 'Transform' +transform1.Transform.Scale = [1.0, 1.0, 40.0] + +# create a new 'Legacy VTK Reader' +phaseDiagramvtk_3 = LegacyVTKReader(FileNames=['/home/klaus/Desktop/DUNE/dune-microstructure/Matlab-Programs/PhaseDiagram.vtk']) + +# create a new 'Legacy VTK Reader' +phaseDiagramvtk_4 = LegacyVTKReader(FileNames=['/home/klaus/Desktop/DUNE/dune-microstructure/Matlab-Programs/PhaseDiagram.vtk']) + +# ---------------------------------------------------------------- +# setup the visualization in view 'renderView1' +# ---------------------------------------------------------------- + +# show data from transform1 +transform1Display = Show(transform1, renderView1) + +# get color transfer function/color map for 'type' +typeLUT = GetColorTransferFunction('type') +typeLUT.RGBPoints = [0.0, 0.0, 0.0, 1.0, 0.0, 0.17254901960784313, 0.043137254901960784, 0.9215686274509803, 0.0, 0.785929, 0.247056, 0.295477, 0.0, 0.17254901960784313, 0.043137254901960784, 0.9215686274509803, 0.5332077132980828, 0.41568627450980394, 0.00392156862745098, 0.9686274509803922, 0.8393082088494452, 0.48627450980392156, 0.0, 0.9725490196078431, 1.5502514522630406, 1.0, 0.5215686274509804, 0.9607843137254902, 2.4093082613015326, 1.0, 0.043137254901960784, 0.5529411764705883, 3.140000104904175, 1.0, 0.0, 0.01568627450980392] +typeLUT.ColorSpace = 'Lab' +typeLUT.NanColor = [0.0, 1.0, 0.0] +typeLUT.NumberOfTableValues = 593 +typeLUT.ScalarRangeInitialized = 1.0 + +# get opacity transfer function/opacity map for 'type' +typePWF = GetOpacityTransferFunction('type') +typePWF.Points = [0.0, 1.0, 0.5, 0.0, 1.0269182920455933, 0.36764705181121826, 0.5, 0.0, 1.6292452668398216, 0.08088235557079315, 0.5, 0.0, 2.3500630855560303, 0.3602941334247589, 0.5, 0.0, 2.804276943206787, 0.6176470518112183, 0.5, 0.0, 3.140000104904175, 1.0, 0.5, 0.0] +typePWF.ScalarRangeInitialized = 1 + +# trace defaults for the display properties. +transform1Display.Representation = 'Points' +transform1Display.ColorArrayName = ['POINTS', 'type'] +transform1Display.LookupTable = typeLUT +transform1Display.OSPRayScaleArray = 'type' +transform1Display.OSPRayScaleFunction = 'PiecewiseFunction' +transform1Display.SelectOrientationVectors = 'None' +transform1Display.ScaleFactor = 4.95 +transform1Display.SelectScaleArray = 'type' +transform1Display.GlyphType = 'Arrow' +transform1Display.GlyphTableIndexArray = 'type' +transform1Display.GaussianRadius = 0.2475 +transform1Display.SetScaleArray = ['POINTS', 'type'] +transform1Display.ScaleTransferFunction = 'PiecewiseFunction' +transform1Display.OpacityArray = ['POINTS', 'type'] +transform1Display.OpacityTransferFunction = 'PiecewiseFunction' +transform1Display.DataAxesGrid = 'GridAxesRepresentation' +transform1Display.PolarAxes = 'PolarAxesRepresentation' +transform1Display.ScalarOpacityFunction = typePWF +transform1Display.ScalarOpacityUnitDistance = 0.7474550074914409 + +# init the 'PiecewiseFunction' selected for 'OSPRayScaleFunction' +transform1Display.OSPRayScaleFunction.Points = [1.0, 0.8602941036224365, 0.5, 0.0, 1.213836476688135, 0.625, 0.5, 0.0, 1.3616352081298828, 0.6691176295280457, 0.5, 0.0, 1.6666333299996667, 0.8676470518112183, 0.5, 0.0, 1.7358490228652954, 0.6911764740943909, 0.5, 0.0, 2.0, 0.8014705777168274, 0.5, 0.0] + +# init the 'PiecewiseFunction' selected for 'ScaleTransferFunction' +transform1Display.ScaleTransferFunction.Points = [0.0, 0.8602941036224365, 0.5, 0.0, 0.6714465592330834, 0.625, 0.5, 0.0, 1.1355345914648751, 0.6691176295280457, 0.5, 0.0, 2.093228726131573, 0.8676470518112183, 0.5, 0.0, 2.310566008990662, 0.6911764740943909, 0.5, 0.0, 3.140000104904175, 0.8014705777168274, 0.5, 0.0] + +# init the 'PiecewiseFunction' selected for 'OpacityTransferFunction' +transform1Display.OpacityTransferFunction.Points = [0.0, 0.8602941036224365, 0.5, 0.0, 0.6714465592330834, 0.625, 0.5, 0.0, 1.1355345914648751, 0.6691176295280457, 0.5, 0.0, 2.093228726131573, 0.8676470518112183, 0.5, 0.0, 2.310566008990662, 0.6911764740943909, 0.5, 0.0, 3.140000104904175, 0.8014705777168274, 0.5, 0.0] + +# setup the color legend parameters for each legend in this view + +# get color legend/bar for typeLUT in view renderView1 +typeLUTColorBar = GetScalarBar(typeLUT, renderView1) +typeLUTColorBar.Position = [0.8796680497925311, 0.01509433962264151] +typeLUTColorBar.Title = 'type' +typeLUTColorBar.ComponentTitle = '' + +# set color bar visibility +typeLUTColorBar.Visibility = 1 + +# show color legend +transform1Display.SetScalarBarVisibility(renderView1, True) + +# ---------------------------------------------------------------- +# setup color maps and opacity mapes used in the visualization +# note: the Get..() functions create a new object, if needed +# ---------------------------------------------------------------- + +# ---------------------------------------------------------------- +# finally, restore active source +SetActiveSource(phaseDiagramvtk_2) +# ---------------------------------------------------------------- \ No newline at end of file diff --git a/Matlab-Programs/PhaseDiagram.vtk b/Matlab-Programs/PhaseDiagram.vtk new file mode 100644 index 0000000000000000000000000000000000000000..2fce7e1124d933bf59f4b7f813ac267dc70b32e5 --- /dev/null +++ b/Matlab-Programs/PhaseDiagram.vtk @@ -0,0 +1,11 @@ +# vtk DataFile Version 2.0 +VTK from Matlab +ASCII +DATASET STRUCTURED_GRID +DIMENSIONS 1 30 30 +POINTS 900 float +0.00 2.00 0.01 0.34 2.00 0.01 0.69 2.00 0.01 1.03 2.00 0.01 1.38 2.00 0.01 1.72 2.00 0.01 2.07 2.00 0.01 2.41 2.00 0.01 2.76 2.00 0.01 3.10 2.00 0.01 3.45 2.00 0.01 3.79 2.00 0.01 4.14 2.00 0.01 4.48 2.00 0.01 4.83 2.00 0.01 5.17 2.00 0.01 5.52 2.00 0.01 5.86 2.00 0.01 6.21 2.00 0.01 6.55 2.00 0.01 6.90 2.00 0.01 7.24 2.00 0.01 7.59 2.00 0.01 7.93 2.00 0.01 8.28 2.00 0.01 8.62 2.00 0.01 8.97 2.00 0.01 9.31 2.00 0.01 9.66 2.00 0.01 10.00 2.00 0.01 0.00 2.00 0.04 0.34 2.00 0.04 0.69 2.00 0.04 1.03 2.00 0.04 1.38 2.00 0.04 1.72 2.00 0.04 2.07 2.00 0.04 2.41 2.00 0.04 2.76 2.00 0.04 3.10 2.00 0.04 3.45 2.00 0.04 3.79 2.00 0.04 4.14 2.00 0.04 4.48 2.00 0.04 4.83 2.00 0.04 5.17 2.00 0.04 5.52 2.00 0.04 5.86 2.00 0.04 6.21 2.00 0.04 6.55 2.00 0.04 6.90 2.00 0.04 7.24 2.00 0.04 7.59 2.00 0.04 7.93 2.00 0.04 8.28 2.00 0.04 8.62 2.00 0.04 8.97 2.00 0.04 9.31 2.00 0.04 9.66 2.00 0.04 10.00 2.00 0.04 0.00 2.00 0.08 0.34 2.00 0.08 0.69 2.00 0.08 1.03 2.00 0.08 1.38 2.00 0.08 1.72 2.00 0.08 2.07 2.00 0.08 2.41 2.00 0.08 2.76 2.00 0.08 3.10 2.00 0.08 3.45 2.00 0.08 3.79 2.00 0.08 4.14 2.00 0.08 4.48 2.00 0.08 4.83 2.00 0.08 5.17 2.00 0.08 5.52 2.00 0.08 5.86 2.00 0.08 6.21 2.00 0.08 6.55 2.00 0.08 6.90 2.00 0.08 7.24 2.00 0.08 7.59 2.00 0.08 7.93 2.00 0.08 8.28 2.00 0.08 8.62 2.00 0.08 8.97 2.00 0.08 9.31 2.00 0.08 9.66 2.00 0.08 10.00 2.00 0.08 0.00 2.00 0.11 0.34 2.00 0.11 0.69 2.00 0.11 1.03 2.00 0.11 1.38 2.00 0.11 1.72 2.00 0.11 2.07 2.00 0.11 2.41 2.00 0.11 2.76 2.00 0.11 3.10 2.00 0.11 3.45 2.00 0.11 3.79 2.00 0.11 4.14 2.00 0.11 4.48 2.00 0.11 4.83 2.00 0.11 5.17 2.00 0.11 5.52 2.00 0.11 5.86 2.00 0.11 6.21 2.00 0.11 6.55 2.00 0.11 6.90 2.00 0.11 7.24 2.00 0.11 7.59 2.00 0.11 7.93 2.00 0.11 8.28 2.00 0.11 8.62 2.00 0.11 8.97 2.00 0.11 9.31 2.00 0.11 9.66 2.00 0.11 10.00 2.00 0.11 0.00 2.00 0.15 0.34 2.00 0.15 0.69 2.00 0.15 1.03 2.00 0.15 1.38 2.00 0.15 1.72 2.00 0.15 2.07 2.00 0.15 2.41 2.00 0.15 2.76 2.00 0.15 3.10 2.00 0.15 3.45 2.00 0.15 3.79 2.00 0.15 4.14 2.00 0.15 4.48 2.00 0.15 4.83 2.00 0.15 5.17 2.00 0.15 5.52 2.00 0.15 5.86 2.00 0.15 6.21 2.00 0.15 6.55 2.00 0.15 6.90 2.00 0.15 7.24 2.00 0.15 7.59 2.00 0.15 7.93 2.00 0.15 8.28 2.00 0.15 8.62 2.00 0.15 8.97 2.00 0.15 9.31 2.00 0.15 9.66 2.00 0.15 10.00 2.00 0.15 0.00 2.00 0.18 0.34 2.00 0.18 0.69 2.00 0.18 1.03 2.00 0.18 1.38 2.00 0.18 1.72 2.00 0.18 2.07 2.00 0.18 2.41 2.00 0.18 2.76 2.00 0.18 3.10 2.00 0.18 3.45 2.00 0.18 3.79 2.00 0.18 4.14 2.00 0.18 4.48 2.00 0.18 4.83 2.00 0.18 5.17 2.00 0.18 5.52 2.00 0.18 5.86 2.00 0.18 6.21 2.00 0.18 6.55 2.00 0.18 6.90 2.00 0.18 7.24 2.00 0.18 7.59 2.00 0.18 7.93 2.00 0.18 8.28 2.00 0.18 8.62 2.00 0.18 8.97 2.00 0.18 9.31 2.00 0.18 9.66 2.00 0.18 10.00 2.00 0.18 0.00 2.00 0.21 0.34 2.00 0.21 0.69 2.00 0.21 1.03 2.00 0.21 1.38 2.00 0.21 1.72 2.00 0.21 2.07 2.00 0.21 2.41 2.00 0.21 2.76 2.00 0.21 3.10 2.00 0.21 3.45 2.00 0.21 3.79 2.00 0.21 4.14 2.00 0.21 4.48 2.00 0.21 4.83 2.00 0.21 5.17 2.00 0.21 5.52 2.00 0.21 5.86 2.00 0.21 6.21 2.00 0.21 6.55 2.00 0.21 6.90 2.00 0.21 7.24 2.00 0.21 7.59 2.00 0.21 7.93 2.00 0.21 8.28 2.00 0.21 8.62 2.00 0.21 8.97 2.00 0.21 9.31 2.00 0.21 9.66 2.00 0.21 10.00 2.00 0.21 0.00 2.00 0.25 0.34 2.00 0.25 0.69 2.00 0.25 1.03 2.00 0.25 1.38 2.00 0.25 1.72 2.00 0.25 2.07 2.00 0.25 2.41 2.00 0.25 2.76 2.00 0.25 3.10 2.00 0.25 3.45 2.00 0.25 3.79 2.00 0.25 4.14 2.00 0.25 4.48 2.00 0.25 4.83 2.00 0.25 5.17 2.00 0.25 5.52 2.00 0.25 5.86 2.00 0.25 6.21 2.00 0.25 6.55 2.00 0.25 6.90 2.00 0.25 7.24 2.00 0.25 7.59 2.00 0.25 7.93 2.00 0.25 8.28 2.00 0.25 8.62 2.00 0.25 8.97 2.00 0.25 9.31 2.00 0.25 9.66 2.00 0.25 10.00 2.00 0.25 0.00 2.00 0.28 0.34 2.00 0.28 0.69 2.00 0.28 1.03 2.00 0.28 1.38 2.00 0.28 1.72 2.00 0.28 2.07 2.00 0.28 2.41 2.00 0.28 2.76 2.00 0.28 3.10 2.00 0.28 3.45 2.00 0.28 3.79 2.00 0.28 4.14 2.00 0.28 4.48 2.00 0.28 4.83 2.00 0.28 5.17 2.00 0.28 5.52 2.00 0.28 5.86 2.00 0.28 6.21 2.00 0.28 6.55 2.00 0.28 6.90 2.00 0.28 7.24 2.00 0.28 7.59 2.00 0.28 7.93 2.00 0.28 8.28 2.00 0.28 8.62 2.00 0.28 8.97 2.00 0.28 9.31 2.00 0.28 9.66 2.00 0.28 10.00 2.00 0.28 0.00 2.00 0.31 0.34 2.00 0.31 0.69 2.00 0.31 1.03 2.00 0.31 1.38 2.00 0.31 1.72 2.00 0.31 2.07 2.00 0.31 2.41 2.00 0.31 2.76 2.00 0.31 3.10 2.00 0.31 3.45 2.00 0.31 3.79 2.00 0.31 4.14 2.00 0.31 4.48 2.00 0.31 4.83 2.00 0.31 5.17 2.00 0.31 5.52 2.00 0.31 5.86 2.00 0.31 6.21 2.00 0.31 6.55 2.00 0.31 6.90 2.00 0.31 7.24 2.00 0.31 7.59 2.00 0.31 7.93 2.00 0.31 8.28 2.00 0.31 8.62 2.00 0.31 8.97 2.00 0.31 9.31 2.00 0.31 9.66 2.00 0.31 10.00 2.00 0.31 0.00 2.00 0.35 0.34 2.00 0.35 0.69 2.00 0.35 1.03 2.00 0.35 1.38 2.00 0.35 1.72 2.00 0.35 2.07 2.00 0.35 2.41 2.00 0.35 2.76 2.00 0.35 3.10 2.00 0.35 3.45 2.00 0.35 3.79 2.00 0.35 4.14 2.00 0.35 4.48 2.00 0.35 4.83 2.00 0.35 5.17 2.00 0.35 5.52 2.00 0.35 5.86 2.00 0.35 6.21 2.00 0.35 6.55 2.00 0.35 6.90 2.00 0.35 7.24 2.00 0.35 7.59 2.00 0.35 7.93 2.00 0.35 8.28 2.00 0.35 8.62 2.00 0.35 8.97 2.00 0.35 9.31 2.00 0.35 9.66 2.00 0.35 10.00 2.00 0.35 0.00 2.00 0.38 0.34 2.00 0.38 0.69 2.00 0.38 1.03 2.00 0.38 1.38 2.00 0.38 1.72 2.00 0.38 2.07 2.00 0.38 2.41 2.00 0.38 2.76 2.00 0.38 3.10 2.00 0.38 3.45 2.00 0.38 3.79 2.00 0.38 4.14 2.00 0.38 4.48 2.00 0.38 4.83 2.00 0.38 5.17 2.00 0.38 5.52 2.00 0.38 5.86 2.00 0.38 6.21 2.00 0.38 6.55 2.00 0.38 6.90 2.00 0.38 7.24 2.00 0.38 7.59 2.00 0.38 7.93 2.00 0.38 8.28 2.00 0.38 8.62 2.00 0.38 8.97 2.00 0.38 9.31 2.00 0.38 9.66 2.00 0.38 10.00 2.00 0.38 0.00 2.00 0.42 0.34 2.00 0.42 0.69 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 // Please take a look into vtkSMPointGaussianRepresentation.cxx
 // for other custom shader examples
 //VTK::Color::Impl
 float dist2 = dot(offsetVCVSOutput.xy,offsetVCVSOutput.xy);
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 // Please take a look into vtkSMPointGaussianRepresentation.cxx
 // for other custom shader examples
 //VTK::Color::Impl
 float dist2 = dot(offsetVCVSOutput.xy,offsetVCVSOutput.xy);
 float gaussian = exp(-0.5*dist2);
 opacity = opacity*gaussian;
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name="Luminosity" id="10122.Luminosity" number_of_elements="1"> + <Element index="0" value="0"/> + <Domain name="range" id="10122.Luminosity.range"/> + </Property> + <Property name="MapScalars" id="10122.MapScalars" number_of_elements="1"> + <Element index="0" value="1"/> + <Domain name="bool" id="10122.MapScalars.bool"/> + </Property> + <Property name="Masking" id="10122.Masking" number_of_elements="1"> + <Element index="0" value="0"/> + <Domain name="bool" id="10122.Masking.bool"/> + </Property> + <Property name="MeshVisibility" id="10122.MeshVisibility" number_of_elements="1"> + <Element index="0" value="0"/> + <Domain name="bool" id="10122.MeshVisibility.bool"/> + </Property> + <Property name="MultiComponentsMapping" id="10122.MultiComponentsMapping" number_of_elements="1"> + <Element index="0" value="0"/> + <Domain name="bool" id="10122.MultiComponentsMapping.bool"/> + </Property> + <Property name="NonlinearSubdivisionLevel" id="10122.NonlinearSubdivisionLevel" 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id="10122.SelectionCellLabelOpacity" number_of_elements="1"> + <Element index="0" value="1"/> + <Domain name="range" id="10122.SelectionCellLabelOpacity.range"/> + </Property> + <Property name="SelectionCellLabelShadow" id="10122.SelectionCellLabelShadow" number_of_elements="1"> + <Element index="0" value="0"/> + <Domain name="bool" id="10122.SelectionCellLabelShadow.bool"/> + </Property> + <Property name="SelectionCellLabelVisibility" id="10122.SelectionCellLabelVisibility" number_of_elements="1"> + <Element index="0" value="0"/> + <Domain name="bool" id="10122.SelectionCellLabelVisibility.bool"/> + </Property> + <Property name="SelectionColor" id="10122.SelectionColor" number_of_elements="3"> + <Element index="0" value="1"/> + <Element index="1" value="0"/> + <Element index="2" value="1"/> + <Domain name="range" id="10122.SelectionColor.range"/> + </Property> + <Property name="SelectionLineWidth" id="10122.SelectionLineWidth" number_of_elements="1"> + <Element index="0" value="2"/> + <Domain name="range" id="10122.SelectionLineWidth.range"/> + </Property> + <Property name="SelectionMaximumNumberOfLabels" id="10122.SelectionMaximumNumberOfLabels" number_of_elements="1"> + <Element index="0" value="100"/> + <Domain name="range" id="10122.SelectionMaximumNumberOfLabels.range"/> + </Property> + <Property name="SelectionOpacity" id="10122.SelectionOpacity" number_of_elements="1"> + <Element index="0" value="1"/> + <Domain name="range" id="10122.SelectionOpacity.range"/> + </Property> + <Property name="SelectionPointLabelBold" id="10122.SelectionPointLabelBold" number_of_elements="1"> + <Element index="0" value="0"/> + <Domain name="bool" id="10122.SelectionPointLabelBold.bool"/> + </Property> + <Property name="SelectionPointLabelColor" id="10122.SelectionPointLabelColor" number_of_elements="3"> + <Element index="0" value="1"/> + <Element index="1" value="1"/> + <Element index="2" value="0"/> + <Domain name="range" id="10122.SelectionPointLabelColor.range"/> + 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 float dist2 = dot(offsetVCVSOutput.xy,offsetVCVSOutput.xy);
 float gaussian = exp(-0.5*dist2);
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 // Please take a look into vtkSMPointGaussianRepresentation.cxx
 // for other custom shader examples
 //VTK::Color::Impl
 float dist2 = dot(offsetVCVSOutput.xy,offsetVCVSOutput.xy);
 float gaussian = exp(-0.5*dist2);
 opacity = opacity*gaussian;
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 // Please take a look into vtkSMPointGaussianRepresentation.cxx
 // for other custom shader examples
 //VTK::Color::Impl
 float dist2 = dot(offsetVCVSOutput.xy,offsetVCVSOutput.xy);
 float gaussian = exp(-0.5*dist2);
 opacity = opacity*gaussian;
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 // Please take a look into vtkSMPointGaussianRepresentation.cxx
 // for other custom shader examples
 //VTK::Color::Impl
 float dist2 = dot(offsetVCVSOutput.xy,offsetVCVSOutput.xy);
 float gaussian = exp(-0.5*dist2);
 opacity = opacity*gaussian;
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 // Please take a look into vtkSMPointGaussianRepresentation.cxx
 // for other custom shader examples
 //VTK::Color::Impl
 float dist2 = dot(offsetVCVSOutput.xy,offsetVCVSOutput.xy);
 float gaussian = exp(-0.5*dist2);
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name="ColorArrayName" id="12572.ColorArrayName" number_of_elements="5"> + <Element index="0" value=""/> + <Element index="1" value=""/> + <Element index="2" value=""/> + <Element index="3" value="0"/> + <Element index="4" value=""/> + <Domain name="array_list" id="12572.ColorArrayName.array_list"> + <String text="type"/> + </Domain> + </Property> + <Property name="ColorByLODIndex" id="12572.ColorByLODIndex" number_of_elements="1"> + <Element index="0" value="0"/> + <Domain name="bool" id="12572.ColorByLODIndex.bool"/> + </Property> + <Property name="CustomShader" id="12572.CustomShader" number_of_elements="1"> + <Element index="0" value=" // This custom shader code define a gaussian blur
 // Please take a look into vtkSMPointGaussianRepresentation.cxx
 // for other custom shader examples
 //VTK::Color::Impl
 float dist2 = dot(offsetVCVSOutput.xy,offsetVCVSOutput.xy);
 float gaussian = exp(-0.5*dist2);
 opacity = opacity*gaussian;
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name="groups" id="12572.LookupTable.groups"/> + </Property> + <Property name="Luminosity" id="12572.Luminosity" number_of_elements="1"> + <Element index="0" value="0"/> + <Domain name="range" id="12572.Luminosity.range"/> + </Property> + <Property name="MapScalars" id="12572.MapScalars" number_of_elements="1"> + <Element index="0" value="1"/> + <Domain name="bool" id="12572.MapScalars.bool"/> + </Property> + <Property name="Masking" id="12572.Masking" number_of_elements="1"> + <Element index="0" value="0"/> + <Domain name="bool" id="12572.Masking.bool"/> + </Property> + <Property name="MeshVisibility" id="12572.MeshVisibility" number_of_elements="1"> + <Element index="0" value="0"/> + <Domain name="bool" id="12572.MeshVisibility.bool"/> + </Property> + <Property name="MultiComponentsMapping" id="12572.MultiComponentsMapping" number_of_elements="1"> + <Element index="0" value="0"/> + <Domain name="bool" id="12572.MultiComponentsMapping.bool"/> + </Property> + <Property 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name="Scale" id="12572.Scale" number_of_elements="3"> + <Element index="0" value="1"/> + <Element index="1" value="1"/> + <Element index="2" value="1"/> + <Domain name="range" id="12572.Scale.range"/> + </Property> + <Property name="ScaleArrayComponent" id="12572.ScaleArrayComponent" number_of_elements="1"> + <Element index="0" value="0"/> + <Domain name="comps" id="12572.ScaleArrayComponent.comps"> + <Entry value="0" text=""/> + </Domain> + </Property> + <Property name="ScaleByArray" id="12572.ScaleByArray" number_of_elements="1"> + <Element index="0" value="0"/> + <Domain name="bool" id="12572.ScaleByArray.bool"/> + </Property> + <Property name="ScaleFactor" id="12572.ScaleFactor" number_of_elements="1"> + <Element index="0" value="1"/> + <Domain name="bounds" id="12572.ScaleFactor.bounds"/> + <Domain name="scalar_range" id="12572.ScaleFactor.scalar_range"/> + <Domain name="vector_range" id="12572.ScaleFactor.vector_range"/> + </Property> + <Property name="ScaleMode" 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<Property name="SelectionCellLabelFormat" id="12572.SelectionCellLabelFormat" number_of_elements="1"> + <Element index="0" value=""/> + </Property> + <Property name="SelectionCellLabelItalic" id="12572.SelectionCellLabelItalic" number_of_elements="1"> + <Element index="0" value="0"/> + <Domain name="bool" id="12572.SelectionCellLabelItalic.bool"/> + </Property> + <Property name="SelectionCellLabelJustification" id="12572.SelectionCellLabelJustification" number_of_elements="1"> + <Element index="0" value="0"/> + <Domain name="enum" id="12572.SelectionCellLabelJustification.enum"> + <Entry value="0" text="Left"/> + <Entry value="1" text="Center"/> + <Entry value="2" text="Right"/> + </Domain> + </Property> + <Property name="SelectionCellLabelOpacity" id="12572.SelectionCellLabelOpacity" number_of_elements="1"> + <Element index="0" value="1"/> + <Domain name="range" id="12572.SelectionCellLabelOpacity.range"/> + </Property> + <Property name="SelectionCellLabelShadow" 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 float dist2 = dot(offsetVCVSOutput.xy,offsetVCVSOutput.xy);
 float gaussian = exp(-0.5*dist2);
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 // Please take a look into vtkSMPointGaussianRepresentation.cxx
 // for other custom shader examples
 //VTK::Color::Impl
 float dist2 = dot(offsetVCVSOutput.xy,offsetVCVSOutput.xy);
 float gaussian = exp(-0.5*dist2);
 opacity = opacity*gaussian;
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 float dist2 = dot(offsetVCVSOutput.xy,offsetVCVSOutput.xy);
 float gaussian = exp(-0.5*dist2);
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 // Please take a look into vtkSMPointGaussianRepresentation.cxx
 // for other custom shader examples
 //VTK::Color::Impl
 float dist2 = dot(offsetVCVSOutput.xy,offsetVCVSOutput.xy);
 float gaussian = exp(-0.5*dist2);
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 // Please take a look into vtkSMPointGaussianRepresentation.cxx
 // for other custom shader examples
 //VTK::Color::Impl
 float dist2 = dot(offsetVCVSOutput.xy,offsetVCVSOutput.xy);
 float gaussian = exp(-0.5*dist2);
 opacity = opacity*gaussian;
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 float dist2 = dot(offsetVCVSOutput.xy,offsetVCVSOutput.xy);
 float gaussian = exp(-0.5*dist2);
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 // Please take a look into vtkSMPointGaussianRepresentation.cxx
 // for other custom shader examples
 //VTK::Color::Impl
 float dist2 = dot(offsetVCVSOutput.xy,offsetVCVSOutput.xy);
 float gaussian = exp(-0.5*dist2);
 opacity = opacity*gaussian;
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 // Please take a look into vtkSMPointGaussianRepresentation.cxx
 // for other custom shader examples
 //VTK::Color::Impl
 float dist2 = dot(offsetVCVSOutput.xy,offsetVCVSOutput.xy);
 float gaussian = exp(-0.5*dist2);
 opacity = opacity*gaussian;
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 // Please take a look into vtkSMPointGaussianRepresentation.cxx
 // for other custom shader examples
 //VTK::Color::Impl
 float dist2 = dot(offsetVCVSOutput.xy,offsetVCVSOutput.xy);
 float gaussian = exp(-0.5*dist2);
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 // Please take a look into vtkSMPointGaussianRepresentation.cxx
 // for other custom shader examples
 //VTK::Color::Impl
 float dist2 = dot(offsetVCVSOutput.xy,offsetVCVSOutput.xy);
 float gaussian = exp(-0.5*dist2);
 opacity = opacity*gaussian;
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 // for other custom shader examples
 //VTK::Color::Impl
 float dist2 = dot(offsetVCVSOutput.xy,offsetVCVSOutput.xy);
 float gaussian = exp(-0.5*dist2);
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 // for other custom shader examples
 //VTK::Color::Impl
 float dist2 = dot(offsetVCVSOutput.xy,offsetVCVSOutput.xy);
 float gaussian = exp(-0.5*dist2);
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 // Please take a look into vtkSMPointGaussianRepresentation.cxx
 // for other custom shader examples
 //VTK::Color::Impl
 float dist2 = dot(offsetVCVSOutput.xy,offsetVCVSOutput.xy);
 float gaussian = exp(-0.5*dist2);
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 // Please take a look into vtkSMPointGaussianRepresentation.cxx
 // for other custom shader examples
 //VTK::Color::Impl
 float dist2 = dot(offsetVCVSOutput.xy,offsetVCVSOutput.xy);
 float gaussian = exp(-0.5*dist2);
 opacity = opacity*gaussian;
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 float gaussian = exp(-0.5*dist2);
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 float dist2 = dot(offsetVCVSOutput.xy,offsetVCVSOutput.xy);
 float gaussian = exp(-0.5*dist2);
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 // Please take a look into vtkSMPointGaussianRepresentation.cxx
 // for other custom shader examples
 //VTK::Color::Impl
 float dist2 = dot(offsetVCVSOutput.xy,offsetVCVSOutput.xy);
 float gaussian = exp(-0.5*dist2);
 opacity = opacity*gaussian;
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<GlobalPropertyLink global_name="TextAnnotationColor" proxy="15046" property="YLabelColor"/> + <GlobalPropertyLink global_name="TextAnnotationColor" proxy="15046" property="YTitleColor"/> + <GlobalPropertyLink global_name="TextAnnotationColor" proxy="15046" property="ZLabelColor"/> + <GlobalPropertyLink global_name="TextAnnotationColor" proxy="15046" property="ZTitleColor"/> + <GlobalPropertyLink global_name="TextAnnotationColor" proxy="15061" property="LastRadialAxisTextColor"/> + <GlobalPropertyLink global_name="TextAnnotationColor" proxy="15061" property="PolarAxisLabelColor"/> + <GlobalPropertyLink global_name="TextAnnotationColor" proxy="15061" property="PolarAxisTitleColor"/> + <GlobalPropertyLink global_name="TextAnnotationColor" proxy="15061" property="SecondaryRadialAxesTextColor"/> + <GlobalPropertyLink global_name="TextAnnotationColor" proxy="15292" property="XLabelColor"/> + <GlobalPropertyLink global_name="TextAnnotationColor" proxy="15292" property="XTitleColor"/> + <GlobalPropertyLink global_name="TextAnnotationColor" proxy="15292" property="YLabelColor"/> + <GlobalPropertyLink global_name="TextAnnotationColor" proxy="15292" property="YTitleColor"/> + <GlobalPropertyLink global_name="TextAnnotationColor" proxy="15292" property="ZLabelColor"/> + <GlobalPropertyLink global_name="TextAnnotationColor" proxy="15292" property="ZTitleColor"/> + <GlobalPropertyLink global_name="TextAnnotationColor" proxy="15307" property="LastRadialAxisTextColor"/> + <GlobalPropertyLink global_name="TextAnnotationColor" proxy="15307" property="PolarAxisLabelColor"/> + <GlobalPropertyLink global_name="TextAnnotationColor" proxy="15307" property="PolarAxisTitleColor"/> + <GlobalPropertyLink global_name="TextAnnotationColor" proxy="15307" property="SecondaryRadialAxesTextColor"/> + <GlobalPropertyLink global_name="TextAnnotationColor" proxy="15540" property="XLabelColor"/> + <GlobalPropertyLink global_name="TextAnnotationColor" proxy="15540" property="XTitleColor"/> + <GlobalPropertyLink global_name="TextAnnotationColor" proxy="15540" property="YLabelColor"/> + <GlobalPropertyLink global_name="TextAnnotationColor" proxy="15540" property="YTitleColor"/> + <GlobalPropertyLink global_name="TextAnnotationColor" proxy="15540" property="ZLabelColor"/> + <GlobalPropertyLink global_name="TextAnnotationColor" proxy="15540" property="ZTitleColor"/> + <GlobalPropertyLink global_name="TextAnnotationColor" proxy="15555" property="LastRadialAxisTextColor"/> + <GlobalPropertyLink global_name="TextAnnotationColor" proxy="15555" property="PolarAxisLabelColor"/> + <GlobalPropertyLink global_name="TextAnnotationColor" proxy="15555" property="PolarAxisTitleColor"/> + <GlobalPropertyLink global_name="TextAnnotationColor" proxy="15555" property="SecondaryRadialAxesTextColor"/> + <GlobalPropertyLink global_name="TextAnnotationColor" proxy="15786" property="XLabelColor"/> + <GlobalPropertyLink global_name="TextAnnotationColor" proxy="15786" property="XTitleColor"/> + <GlobalPropertyLink global_name="TextAnnotationColor" proxy="15786" property="YLabelColor"/> + <GlobalPropertyLink global_name="TextAnnotationColor" proxy="15786" property="YTitleColor"/> + <GlobalPropertyLink global_name="TextAnnotationColor" proxy="15786" property="ZLabelColor"/> + <GlobalPropertyLink global_name="TextAnnotationColor" proxy="15786" property="ZTitleColor"/> + <GlobalPropertyLink global_name="TextAnnotationColor" proxy="15801" property="LastRadialAxisTextColor"/> + <GlobalPropertyLink global_name="TextAnnotationColor" proxy="15801" property="PolarAxisLabelColor"/> + <GlobalPropertyLink global_name="TextAnnotationColor" proxy="15801" property="PolarAxisTitleColor"/> + <GlobalPropertyLink global_name="TextAnnotationColor" proxy="15801" property="SecondaryRadialAxesTextColor"/> + <GlobalPropertyLink global_name="UseGradientBackground" proxy="6007" property="UseGradientBackground"/> + <GlobalPropertyLink global_name="UseGradientBackground" proxy="9050" property="UseGradientBackground"/> + </Links> + </ServerManagerState> + <InteractiveViewLinks/> +</ParaView> diff --git a/Matlab-Programs/PhaseDiagramType.vtk b/Matlab-Programs/PhaseDiagramType.vtk new file mode 100644 index 0000000000000000000000000000000000000000..68fdea32ba2b55ed897ecafd86b1c31d6e09480e --- /dev/null +++ b/Matlab-Programs/PhaseDiagramType.vtk @@ -0,0 +1,11 @@ +# vtk DataFile Version 2.0 +VTK from Matlab +ASCII +DATASET STRUCTURED_GRID +DIMENSIONS 1 30 30 +POINTS 900 float +0.00 2.00 0.01 0.34 2.00 0.01 0.69 2.00 0.01 1.03 2.00 0.01 1.38 2.00 0.01 1.72 2.00 0.01 2.07 2.00 0.01 2.41 2.00 0.01 2.76 2.00 0.01 3.10 2.00 0.01 3.45 2.00 0.01 3.79 2.00 0.01 4.14 2.00 0.01 4.48 2.00 0.01 4.83 2.00 0.01 5.17 2.00 0.01 5.52 2.00 0.01 5.86 2.00 0.01 6.21 2.00 0.01 6.55 2.00 0.01 6.90 2.00 0.01 7.24 2.00 0.01 7.59 2.00 0.01 7.93 2.00 0.01 8.28 2.00 0.01 8.62 2.00 0.01 8.97 2.00 0.01 9.31 2.00 0.01 9.66 2.00 0.01 10.00 2.00 0.01 0.00 2.00 0.04 0.34 2.00 0.04 0.69 2.00 0.04 1.03 2.00 0.04 1.38 2.00 0.04 1.72 2.00 0.04 2.07 2.00 0.04 2.41 2.00 0.04 2.76 2.00 0.04 3.10 2.00 0.04 3.45 2.00 0.04 3.79 2.00 0.04 4.14 2.00 0.04 4.48 2.00 0.04 4.83 2.00 0.04 5.17 2.00 0.04 5.52 2.00 0.04 5.86 2.00 0.04 6.21 2.00 0.04 6.55 2.00 0.04 6.90 2.00 0.04 7.24 2.00 0.04 7.59 2.00 0.04 7.93 2.00 0.04 8.28 2.00 0.04 8.62 2.00 0.04 8.97 2.00 0.04 9.31 2.00 0.04 9.66 2.00 0.04 10.00 2.00 0.04 0.00 2.00 0.08 0.34 2.00 0.08 0.69 2.00 0.08 1.03 2.00 0.08 1.38 2.00 0.08 1.72 2.00 0.08 2.07 2.00 0.08 2.41 2.00 0.08 2.76 2.00 0.08 3.10 2.00 0.08 3.45 2.00 0.08 3.79 2.00 0.08 4.14 2.00 0.08 4.48 2.00 0.08 4.83 2.00 0.08 5.17 2.00 0.08 5.52 2.00 0.08 5.86 2.00 0.08 6.21 2.00 0.08 6.55 2.00 0.08 6.90 2.00 0.08 7.24 2.00 0.08 7.59 2.00 0.08 7.93 2.00 0.08 8.28 2.00 0.08 8.62 2.00 0.08 8.97 2.00 0.08 9.31 2.00 0.08 9.66 2.00 0.08 10.00 2.00 0.08 0.00 2.00 0.11 0.34 2.00 0.11 0.69 2.00 0.11 1.03 2.00 0.11 1.38 2.00 0.11 1.72 2.00 0.11 2.07 2.00 0.11 2.41 2.00 0.11 2.76 2.00 0.11 3.10 2.00 0.11 3.45 2.00 0.11 3.79 2.00 0.11 4.14 2.00 0.11 4.48 2.00 0.11 4.83 2.00 0.11 5.17 2.00 0.11 5.52 2.00 0.11 5.86 2.00 0.11 6.21 2.00 0.11 6.55 2.00 0.11 6.90 2.00 0.11 7.24 2.00 0.11 7.59 2.00 0.11 7.93 2.00 0.11 8.28 2.00 0.11 8.62 2.00 0.11 8.97 2.00 0.11 9.31 2.00 0.11 9.66 2.00 0.11 10.00 2.00 0.11 0.00 2.00 0.15 0.34 2.00 0.15 0.69 2.00 0.15 1.03 2.00 0.15 1.38 2.00 0.15 1.72 2.00 0.15 2.07 2.00 0.15 2.41 2.00 0.15 2.76 2.00 0.15 3.10 2.00 0.15 3.45 2.00 0.15 3.79 2.00 0.15 4.14 2.00 0.15 4.48 2.00 0.15 4.83 2.00 0.15 5.17 2.00 0.15 5.52 2.00 0.15 5.86 2.00 0.15 6.21 2.00 0.15 6.55 2.00 0.15 6.90 2.00 0.15 7.24 2.00 0.15 7.59 2.00 0.15 7.93 2.00 0.15 8.28 2.00 0.15 8.62 2.00 0.15 8.97 2.00 0.15 9.31 2.00 0.15 9.66 2.00 0.15 10.00 2.00 0.15 0.00 2.00 0.18 0.34 2.00 0.18 0.69 2.00 0.18 1.03 2.00 0.18 1.38 2.00 0.18 1.72 2.00 0.18 2.07 2.00 0.18 2.41 2.00 0.18 2.76 2.00 0.18 3.10 2.00 0.18 3.45 2.00 0.18 3.79 2.00 0.18 4.14 2.00 0.18 4.48 2.00 0.18 4.83 2.00 0.18 5.17 2.00 0.18 5.52 2.00 0.18 5.86 2.00 0.18 6.21 2.00 0.18 6.55 2.00 0.18 6.90 2.00 0.18 7.24 2.00 0.18 7.59 2.00 0.18 7.93 2.00 0.18 8.28 2.00 0.18 8.62 2.00 0.18 8.97 2.00 0.18 9.31 2.00 0.18 9.66 2.00 0.18 10.00 2.00 0.18 0.00 2.00 0.21 0.34 2.00 0.21 0.69 2.00 0.21 1.03 2.00 0.21 1.38 2.00 0.21 1.72 2.00 0.21 2.07 2.00 0.21 2.41 2.00 0.21 2.76 2.00 0.21 3.10 2.00 0.21 3.45 2.00 0.21 3.79 2.00 0.21 4.14 2.00 0.21 4.48 2.00 0.21 4.83 2.00 0.21 5.17 2.00 0.21 5.52 2.00 0.21 5.86 2.00 0.21 6.21 2.00 0.21 6.55 2.00 0.21 6.90 2.00 0.21 7.24 2.00 0.21 7.59 2.00 0.21 7.93 2.00 0.21 8.28 2.00 0.21 8.62 2.00 0.21 8.97 2.00 0.21 9.31 2.00 0.21 9.66 2.00 0.21 10.00 2.00 0.21 0.00 2.00 0.25 0.34 2.00 0.25 0.69 2.00 0.25 1.03 2.00 0.25 1.38 2.00 0.25 1.72 2.00 0.25 2.07 2.00 0.25 2.41 2.00 0.25 2.76 2.00 0.25 3.10 2.00 0.25 3.45 2.00 0.25 3.79 2.00 0.25 4.14 2.00 0.25 4.48 2.00 0.25 4.83 2.00 0.25 5.17 2.00 0.25 5.52 2.00 0.25 5.86 2.00 0.25 6.21 2.00 0.25 6.55 2.00 0.25 6.90 2.00 0.25 7.24 2.00 0.25 7.59 2.00 0.25 7.93 2.00 0.25 8.28 2.00 0.25 8.62 2.00 0.25 8.97 2.00 0.25 9.31 2.00 0.25 9.66 2.00 0.25 10.00 2.00 0.25 0.00 2.00 0.28 0.34 2.00 0.28 0.69 2.00 0.28 1.03 2.00 0.28 1.38 2.00 0.28 1.72 2.00 0.28 2.07 2.00 0.28 2.41 2.00 0.28 2.76 2.00 0.28 3.10 2.00 0.28 3.45 2.00 0.28 3.79 2.00 0.28 4.14 2.00 0.28 4.48 2.00 0.28 4.83 2.00 0.28 5.17 2.00 0.28 5.52 2.00 0.28 5.86 2.00 0.28 6.21 2.00 0.28 6.55 2.00 0.28 6.90 2.00 0.28 7.24 2.00 0.28 7.59 2.00 0.28 7.93 2.00 0.28 8.28 2.00 0.28 8.62 2.00 0.28 8.97 2.00 0.28 9.31 2.00 0.28 9.66 2.00 0.28 10.00 2.00 0.28 0.00 2.00 0.31 0.34 2.00 0.31 0.69 2.00 0.31 1.03 2.00 0.31 1.38 2.00 0.31 1.72 2.00 0.31 2.07 2.00 0.31 2.41 2.00 0.31 2.76 2.00 0.31 3.10 2.00 0.31 3.45 2.00 0.31 3.79 2.00 0.31 4.14 2.00 0.31 4.48 2.00 0.31 4.83 2.00 0.31 5.17 2.00 0.31 5.52 2.00 0.31 5.86 2.00 0.31 6.21 2.00 0.31 6.55 2.00 0.31 6.90 2.00 0.31 7.24 2.00 0.31 7.59 2.00 0.31 7.93 2.00 0.31 8.28 2.00 0.31 8.62 2.00 0.31 8.97 2.00 0.31 9.31 2.00 0.31 9.66 2.00 0.31 10.00 2.00 0.31 0.00 2.00 0.35 0.34 2.00 0.35 0.69 2.00 0.35 1.03 2.00 0.35 1.38 2.00 0.35 1.72 2.00 0.35 2.07 2.00 0.35 2.41 2.00 0.35 2.76 2.00 0.35 3.10 2.00 0.35 3.45 2.00 0.35 3.79 2.00 0.35 4.14 2.00 0.35 4.48 2.00 0.35 4.83 2.00 0.35 5.17 2.00 0.35 5.52 2.00 0.35 5.86 2.00 0.35 6.21 2.00 0.35 6.55 2.00 0.35 6.90 2.00 0.35 7.24 2.00 0.35 7.59 2.00 0.35 7.93 2.00 0.35 8.28 2.00 0.35 8.62 2.00 0.35 8.97 2.00 0.35 9.31 2.00 0.35 9.66 2.00 0.35 10.00 2.00 0.35 0.00 2.00 0.38 0.34 2.00 0.38 0.69 2.00 0.38 1.03 2.00 0.38 1.38 2.00 0.38 1.72 2.00 0.38 2.07 2.00 0.38 2.41 2.00 0.38 2.76 2.00 0.38 3.10 2.00 0.38 3.45 2.00 0.38 3.79 2.00 0.38 4.14 2.00 0.38 4.48 2.00 0.38 4.83 2.00 0.38 5.17 2.00 0.38 5.52 2.00 0.38 5.86 2.00 0.38 6.21 2.00 0.38 6.55 2.00 0.38 6.90 2.00 0.38 7.24 2.00 0.38 7.59 2.00 0.38 7.93 2.00 0.38 8.28 2.00 0.38 8.62 2.00 0.38 8.97 2.00 0.38 9.31 2.00 0.38 9.66 2.00 0.38 10.00 2.00 0.38 0.00 2.00 0.42 0.34 2.00 0.42 0.69 2.00 0.42 1.03 2.00 0.42 1.38 2.00 0.42 1.72 2.00 0.42 2.07 2.00 0.42 2.41 2.00 0.42 2.76 2.00 0.42 3.10 2.00 0.42 3.45 2.00 0.42 3.79 2.00 0.42 4.14 2.00 0.42 4.48 2.00 0.42 4.83 2.00 0.42 5.17 2.00 0.42 5.52 2.00 0.42 5.86 2.00 0.42 6.21 2.00 0.42 6.55 2.00 0.42 6.90 2.00 0.42 7.24 2.00 0.42 7.59 2.00 0.42 7.93 2.00 0.42 8.28 2.00 0.42 8.62 2.00 0.42 8.97 2.00 0.42 9.31 2.00 0.42 9.66 2.00 0.42 10.00 2.00 0.42 0.00 2.00 0.45 0.34 2.00 0.45 0.69 2.00 0.45 1.03 2.00 0.45 1.38 2.00 0.45 1.72 2.00 0.45 2.07 2.00 0.45 2.41 2.00 0.45 2.76 2.00 0.45 3.10 2.00 0.45 3.45 2.00 0.45 3.79 2.00 0.45 4.14 2.00 0.45 4.48 2.00 0.45 4.83 2.00 0.45 5.17 2.00 0.45 5.52 2.00 0.45 5.86 2.00 0.45 6.21 2.00 0.45 6.55 2.00 0.45 6.90 2.00 0.45 7.24 2.00 0.45 7.59 2.00 0.45 7.93 2.00 0.45 8.28 2.00 0.45 8.62 2.00 0.45 8.97 2.00 0.45 9.31 2.00 0.45 9.66 2.00 0.45 10.00 2.00 0.45 0.00 2.00 0.48 0.34 2.00 0.48 0.69 2.00 0.48 1.03 2.00 0.48 1.38 2.00 0.48 1.72 2.00 0.48 2.07 2.00 0.48 2.41 2.00 0.48 2.76 2.00 0.48 3.10 2.00 0.48 3.45 2.00 0.48 3.79 2.00 0.48 4.14 2.00 0.48 4.48 2.00 0.48 4.83 2.00 0.48 5.17 2.00 0.48 5.52 2.00 0.48 5.86 2.00 0.48 6.21 2.00 0.48 6.55 2.00 0.48 6.90 2.00 0.48 7.24 2.00 0.48 7.59 2.00 0.48 7.93 2.00 0.48 8.28 2.00 0.48 8.62 2.00 0.48 8.97 2.00 0.48 9.31 2.00 0.48 9.66 2.00 0.48 10.00 2.00 0.48 0.00 2.00 0.52 0.34 2.00 0.52 0.69 2.00 0.52 1.03 2.00 0.52 1.38 2.00 0.52 1.72 2.00 0.52 2.07 2.00 0.52 2.41 2.00 0.52 2.76 2.00 0.52 3.10 2.00 0.52 3.45 2.00 0.52 3.79 2.00 0.52 4.14 2.00 0.52 4.48 2.00 0.52 4.83 2.00 0.52 5.17 2.00 0.52 5.52 2.00 0.52 5.86 2.00 0.52 6.21 2.00 0.52 6.55 2.00 0.52 6.90 2.00 0.52 7.24 2.00 0.52 7.59 2.00 0.52 7.93 2.00 0.52 8.28 2.00 0.52 8.62 2.00 0.52 8.97 2.00 0.52 9.31 2.00 0.52 9.66 2.00 0.52 10.00 2.00 0.52 0.00 2.00 0.55 0.34 2.00 0.55 0.69 2.00 0.55 1.03 2.00 0.55 1.38 2.00 0.55 1.72 2.00 0.55 2.07 2.00 0.55 2.41 2.00 0.55 2.76 2.00 0.55 3.10 2.00 0.55 3.45 2.00 0.55 3.79 2.00 0.55 4.14 2.00 0.55 4.48 2.00 0.55 4.83 2.00 0.55 5.17 2.00 0.55 5.52 2.00 0.55 5.86 2.00 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1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 2.00 2.00 3.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 2.00 2.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 \ No newline at end of file diff --git a/Matlab-Programs/PhaseDiagrams.mlx b/Matlab-Programs/PhaseDiagrams.mlx index 7e27b8bfff5acf86e08c65c356092134a349980f..fcc7b1ac70b8eafa1733a46e16d2be5be62a6ae0 100644 Binary files a/Matlab-Programs/PhaseDiagrams.mlx and b/Matlab-Programs/PhaseDiagrams.mlx differ diff --git a/Matlab-Programs/PythonMatlabTest.py b/Matlab-Programs/PythonMatlabTest.py new file mode 100644 index 0000000000000000000000000000000000000000..702ac01ba0a4f9d2c5059f92df24165f776a9c58 --- /dev/null +++ b/Matlab-Programs/PythonMatlabTest.py @@ -0,0 +1,20 @@ +import numpy as np +import matplotlib.pyplot as plt +import sympy as sym +import math +import os +import subprocess +import fileinput +import re +#import sys +import matlab.engine + +eng = matlab.engine.start_matlab() +# tf = eng.findParabolic +# print(tf) +# eng.findParabolic(nargout=0) +eng.Minimization_Script(nargout=0) + + + +print('Running Python Code') diff --git a/Matlab-Programs/QMatrix.txt b/Matlab-Programs/QMatrix.txt new file mode 100644 index 0000000000000000000000000000000000000000..69e0c1d3a06f78a890b8eb120f1ebdadd709d1b2 --- /dev/null +++ b/Matlab-Programs/QMatrix.txt @@ -0,0 +1,9 @@ +1 1 2.07819448498850168 +1 2 -9.59442219281886493e-22 +1 3 9.20995372360501347e-07 +2 1 -9.87702818837798838e-20 +2 2 2.08333333333341164 +2 3 -9.79796825055082683e-21 +3 1 6.10325081515254299e-05 +3 2 -1.77052129286940134e-20 +3 3 2.08273199371863926 diff --git a/Matlab-Programs/RedPurpleBlue.json b/Matlab-Programs/RedPurpleBlue.json new file mode 100644 index 0000000000000000000000000000000000000000..f58bda153f46144a3b18dd32a79db93834bcadbf --- /dev/null +++ b/Matlab-Programs/RedPurpleBlue.json @@ -0,0 +1,73 @@ +[ + { + "ColorSpace" : "Diverging", + "Name" : "Preset", + "Points" : + [ + 1.0, + 1.0, + 0.5, + 0.0, + 1.2830188274383545, + 1.0, + 0.5, + 0.0, + 1.4654088020324707, + 1.0, + 0.5, + 0.0, + 1.6289308071136475, + 1.0, + 0.5, + 0.0, + 1.7987420558929443, + 0.99264705181121826, + 0.5, + 0.0, + 2.0, + 1.0, + 0.5, + 0.0 + ], + "RGBPoints" : + [ + 1.0, + 0.0, + 0.0, + 1.0, + 1.0, + 0.17254901960784313, + 0.043137254901960784, + 0.92156862745098034, + 1.0, + 0.78592899999999999, + 0.247056, + 0.29547699999999999, + 1.0, + 0.17254901960784313, + 0.043137254901960784, + 0.92156862745098034, + 1.1698113679885864, + 0.41568627450980394, + 0.0039215686274509803, + 0.96862745098039216, + 1.2672955989837646, + 0.48627450980392156, + 0.0, + 0.97254901960784312, + 1.4937106370925903, + 1.0, + 0.058823529411764705, + 0.98431372549019602, + 1.7672955989837646, + 1.0, + 0.043137254901960784, + 0.55294117647058827, + 2.0, + 1.0, + 0.0, + 0.015686274509803921 + ] + } +] + diff --git a/Matlab-Programs/SaveSatePythonTest.py b/Matlab-Programs/SaveSatePythonTest.py new file mode 100644 index 0000000000000000000000000000000000000000..988d78a724431d601c45f18b094c22ce9db5c69f --- /dev/null +++ b/Matlab-Programs/SaveSatePythonTest.py @@ -0,0 +1,124 @@ +# state file generated using paraview version 5.7.0 + +# ---------------------------------------------------------------- +# setup views used in the visualization +# ---------------------------------------------------------------- + +# trace generated using paraview version 5.7.0 +# +# To ensure correct image size when batch processing, please search +# for and uncomment the line `# renderView*.ViewSize = [*,*]` + +#### import the simple module from the paraview +from paraview.simple import * +#### disable automatic camera reset on 'Show' +paraview.simple._DisableFirstRenderCameraReset() + +# Create a new 'Render View' +renderView1 = CreateView('RenderView') +renderView1.ViewSize = [964, 795] +renderView1.AxesGrid = 'GridAxes3DActor' +renderView1.CenterOfRotation = [5.5, 5.5, 5.5] +renderView1.StereoType = 'Crystal Eyes' +renderView1.CameraPosition = [-1.9013843868480158, -13.320979633549339, 35.98066109404487] +renderView1.CameraFocalPoint = [1.538094468601466, -4.574729188366619, 21.81606919426716] +renderView1.CameraViewUp = [0.05745797827794325, -0.8556355497369458, -0.5143796134748793] +renderView1.CameraFocalDisk = 1.0 +renderView1.CameraParallelScale = 7.794228634059948 +renderView1.Background = [0.32, 0.34, 0.43] + +SetActiveView(None) + +# ---------------------------------------------------------------- +# setup view layouts +# ---------------------------------------------------------------- + +# create new layout object 'Layout #1' +layout1 = CreateLayout(name='Layout #1') +layout1.AssignView(0, renderView1) + +# ---------------------------------------------------------------- +# restore active view +SetActiveView(renderView1) +# ---------------------------------------------------------------- + +# ---------------------------------------------------------------- +# setup the data processing pipelines +# ---------------------------------------------------------------- + +# create a new 'Legacy VTK Reader' +windvtk = LegacyVTKReader(FileNames=['/home/klaus/Desktop/DUNE/dune-microstructure/Matlab-Programs/wind.vtk']) + +# ---------------------------------------------------------------- +# setup the visualization in view 'renderView1' +# ---------------------------------------------------------------- + +# show data from windvtk +windvtkDisplay = Show(windvtk, renderView1) + +# get color transfer function/color map for 'type' +typeLUT = GetColorTransferFunction('type') +typeLUT.RGBPoints = [1.0, 0.0, 0.0, 1.0, 1.0, 0.17254901960784313, 0.043137254901960784, 0.9215686274509803, 1.0, 0.785929, 0.247056, 0.295477, 1.0, 0.17254901960784313, 0.043137254901960784, 0.9215686274509803, 1.1698113679885864, 0.41568627450980394, 0.00392156862745098, 0.9686274509803922, 1.2672955989837646, 0.48627450980392156, 0.0, 0.9725490196078431, 1.4937106370925903, 1.0, 0.058823529411764705, 0.984313725490196, 1.7672955989837646, 1.0, 0.043137254901960784, 0.5529411764705883, 2.0, 1.0, 0.0, 0.01568627450980392] +typeLUT.NanColor = [0.0, 1.0, 0.0] +typeLUT.NumberOfTableValues = 593 +typeLUT.ScalarRangeInitialized = 1.0 + +# get opacity transfer function/opacity map for 'type' +typePWF = GetOpacityTransferFunction('type') +typePWF.Points = [1.0, 1.0, 0.5, 0.0, 1.2830188274383545, 1.0, 0.5, 0.0, 1.4654088020324707, 1.0, 0.5, 0.0, 1.6289308071136475, 1.0, 0.5, 0.0, 1.7987420558929443, 0.9926470518112183, 0.5, 0.0, 2.0, 1.0, 0.5, 0.0] +typePWF.ScalarRangeInitialized = 1 + +# trace defaults for the display properties. +windvtkDisplay.Representation = 'Points' +windvtkDisplay.ColorArrayName = ['POINTS', 'type'] +windvtkDisplay.LookupTable = typeLUT +windvtkDisplay.PointSize = 3.0 +windvtkDisplay.OSPRayScaleArray = 'type' +windvtkDisplay.OSPRayScaleFunction = 'PiecewiseFunction' +windvtkDisplay.SelectOrientationVectors = 'None' +windvtkDisplay.ScaleFactor = 0.9 +windvtkDisplay.SelectScaleArray = 'type' +windvtkDisplay.GlyphType = 'Arrow' +windvtkDisplay.GlyphTableIndexArray = 'type' +windvtkDisplay.GaussianRadius = 0.045 +windvtkDisplay.SetScaleArray = ['POINTS', 'type'] +windvtkDisplay.ScaleTransferFunction = 'PiecewiseFunction' +windvtkDisplay.OpacityArray = ['POINTS', 'type'] +windvtkDisplay.OpacityTransferFunction = 'PiecewiseFunction' +windvtkDisplay.DataAxesGrid = 'GridAxesRepresentation' +windvtkDisplay.PolarAxes = 'PolarAxesRepresentation' +windvtkDisplay.ScalarOpacityFunction = typePWF +windvtkDisplay.ScalarOpacityUnitDistance = 0.08660254037844385 + +# init the 'PiecewiseFunction' selected for 'OSPRayScaleFunction' +windvtkDisplay.OSPRayScaleFunction.Points = [1.0, 0.8602941036224365, 0.5, 0.0, 1.213836476688135, 0.625, 0.5, 0.0, 1.3616352081298828, 0.6691176295280457, 0.5, 0.0, 1.6666333299996667, 0.8676470518112183, 0.5, 0.0, 1.7358490228652954, 0.6911764740943909, 0.5, 0.0, 2.0, 0.8014705777168274, 0.5, 0.0] + +# init the 'PiecewiseFunction' selected for 'ScaleTransferFunction' +windvtkDisplay.ScaleTransferFunction.Points = [1.0, 0.8602941036224365, 0.5, 0.0, 1.213836476688135, 0.625, 0.5, 0.0, 1.3616352081298828, 0.6691176295280457, 0.5, 0.0, 1.6666333299996667, 0.8676470518112183, 0.5, 0.0, 1.7358490228652954, 0.6911764740943909, 0.5, 0.0, 2.0, 0.8014705777168274, 0.5, 0.0] + +# init the 'PiecewiseFunction' selected for 'OpacityTransferFunction' +windvtkDisplay.OpacityTransferFunction.Points = [1.0, 0.8602941036224365, 0.5, 0.0, 1.213836476688135, 0.625, 0.5, 0.0, 1.3616352081298828, 0.6691176295280457, 0.5, 0.0, 1.6666333299996667, 0.8676470518112183, 0.5, 0.0, 1.7358490228652954, 0.6911764740943909, 0.5, 0.0, 2.0, 0.8014705777168274, 0.5, 0.0] + +# setup the color legend parameters for each legend in this view + +# get color legend/bar for typeLUT in view renderView1 +typeLUTColorBar = GetScalarBar(typeLUT, renderView1) +typeLUTColorBar.Position = [0.8796680497925311, 0.01509433962264151] +typeLUTColorBar.Title = 'type' +typeLUTColorBar.ComponentTitle = '' + +# set color bar visibility +typeLUTColorBar.Visibility = 1 + +# show color legend +windvtkDisplay.SetScalarBarVisibility(renderView1, True) + +# ---------------------------------------------------------------- +# setup color maps and opacity mapes used in the visualization +# note: the Get..() functions create a new object, if needed +# ---------------------------------------------------------------- + +# ---------------------------------------------------------------- +# finally, restore active source +SetActiveSource(windvtk) +# ---------------------------------------------------------------- \ No newline at end of file diff --git a/Matlab-Programs/T.py b/Matlab-Programs/T.py new file mode 100644 index 0000000000000000000000000000000000000000..f11e8a74f1a62a95609d2d7bde392153dc38e291 --- /dev/null +++ b/Matlab-Programs/T.py @@ -0,0 +1,139 @@ +# state file generated using paraview version 5.7.0 + +# ---------------------------------------------------------------- +# setup views used in the visualization +# ---------------------------------------------------------------- + +# trace generated using paraview version 5.7.0 +# +# To ensure correct image size when batch processing, please search +# for and uncomment the line `# renderView*.ViewSize = [*,*]` + +#### import the simple module from the paraview +from paraview.simple import * +#### disable automatic camera reset on 'Show' +paraview.simple._DisableFirstRenderCameraReset() + +# Create a new 'Render View' +renderView1 = CreateView('RenderView') +renderView1.ViewSize = [901, 795] +renderView1.AxesGrid = 'GridAxes3DActor' +renderView1.CenterOfRotation = [0.22986745834350586, 0.03941011428833008, 0.17028677463531494] +renderView1.StereoType = 'Crystal Eyes' +renderView1.CameraPosition = [53.44770716226582, -21.61022632014142, -4.102774671003825] +renderView1.CameraFocalPoint = [0.22986745834350583, 0.039410114288330106, 0.17028677463531497] +renderView1.CameraViewUp = [-0.28235039193869665, -0.7988816556360265, 0.531099196441028] +renderView1.CameraFocalDisk = 1.0 +renderView1.CameraParallelScale = 5.748834779828519 +renderView1.Background = [0.32, 0.34, 0.43] + +SetActiveView(None) + +# ---------------------------------------------------------------- +# setup view layouts +# ---------------------------------------------------------------- + +# create new layout object 'Layout #1' +layout1 = CreateLayout(name='Layout #1') +layout1.AssignView(0, renderView1) + +# ---------------------------------------------------------------- +# restore active view +SetActiveView(renderView1) +# ---------------------------------------------------------------- + +# ---------------------------------------------------------------- +# setup the data processing pipelines +# ---------------------------------------------------------------- + +# create a new 'Legacy VTK Reader' +matlab_exportvtk = LegacyVTKReader(FileNames=['/home/klaus/Desktop/DUNE/dune-microstructure/Matlab-Programs/matlab_export.vtk']) + +# create a new 'Legacy VTK Reader' +pointSetvtk = LegacyVTKReader(FileNames=['/home/klaus/Desktop/Paraview-Data/ParaView-v5.9.0/Testing/Data/pointSet.vtk']) + +# ---------------------------------------------------------------- +# setup the visualization in view 'renderView1' +# ---------------------------------------------------------------- + +# show data from pointSetvtk +pointSetvtkDisplay = Show(pointSetvtk, renderView1) + +# get color transfer function/color map for 'RandomPointScalars' +randomPointScalarsLUT = GetColorTransferFunction('RandomPointScalars') +randomPointScalarsLUT.RGBPoints = [2.0, 0.231373, 0.298039, 0.752941, 5.5, 0.865003, 0.865003, 0.865003, 9.0, 0.705882, 0.0156863, 0.14902] +randomPointScalarsLUT.ScalarRangeInitialized = 1.0 + +# trace defaults for the display properties. +pointSetvtkDisplay.Representation = 'Points' +pointSetvtkDisplay.ColorArrayName = ['POINTS', 'RandomPointScalars'] +pointSetvtkDisplay.LookupTable = randomPointScalarsLUT +pointSetvtkDisplay.RenderPointsAsSpheres = 1 +pointSetvtkDisplay.OSPRayScaleArray = 'RandomPointScalars' +pointSetvtkDisplay.OSPRayScaleFunction = 'PiecewiseFunction' +pointSetvtkDisplay.SelectOrientationVectors = 'RandomCellVectors' +pointSetvtkDisplay.ScaleFactor = 0.7009325742721558 +pointSetvtkDisplay.SelectScaleArray = 'RandomPointScalars' +pointSetvtkDisplay.GlyphType = 'Arrow' +pointSetvtkDisplay.GlyphTableIndexArray = 'RandomPointScalars' +pointSetvtkDisplay.GaussianRadius = 0.03504662871360779 +pointSetvtkDisplay.SetScaleArray = ['POINTS', 'RandomPointScalars'] +pointSetvtkDisplay.ScaleTransferFunction = 'PiecewiseFunction' +pointSetvtkDisplay.OpacityArray = ['POINTS', 'RandomPointScalars'] +pointSetvtkDisplay.OpacityTransferFunction = 'PiecewiseFunction' +pointSetvtkDisplay.DataAxesGrid = 'GridAxesRepresentation' +pointSetvtkDisplay.PolarAxes = 'PolarAxesRepresentation' + +# init the 'PiecewiseFunction' selected for 'ScaleTransferFunction' +pointSetvtkDisplay.ScaleTransferFunction.Points = [2.0, 0.0, 0.5, 0.0, 9.0, 1.0, 0.5, 0.0] + +# init the 'PiecewiseFunction' selected for 'OpacityTransferFunction' +pointSetvtkDisplay.OpacityTransferFunction.Points = [2.0, 0.0, 0.5, 0.0, 9.0, 1.0, 0.5, 0.0] + +# show data from matlab_exportvtk +matlab_exportvtkDisplay = Show(matlab_exportvtk, renderView1) + +# trace defaults for the display properties. +matlab_exportvtkDisplay.Representation = 'Surface With Edges' +matlab_exportvtkDisplay.ColorArrayName = [None, ''] +matlab_exportvtkDisplay.OSPRayScaleFunction = 'PiecewiseFunction' +matlab_exportvtkDisplay.SelectOrientationVectors = 'None' +matlab_exportvtkDisplay.ScaleFactor = 9.9 +matlab_exportvtkDisplay.SelectScaleArray = 'None' +matlab_exportvtkDisplay.GlyphType = 'Arrow' +matlab_exportvtkDisplay.GlyphTableIndexArray = 'None' +matlab_exportvtkDisplay.GaussianRadius = 0.495 +matlab_exportvtkDisplay.SetScaleArray = [None, ''] +matlab_exportvtkDisplay.ScaleTransferFunction = 'PiecewiseFunction' +matlab_exportvtkDisplay.OpacityArray = [None, ''] +matlab_exportvtkDisplay.OpacityTransferFunction = 'PiecewiseFunction' +matlab_exportvtkDisplay.DataAxesGrid = 'GridAxesRepresentation' +matlab_exportvtkDisplay.PolarAxes = 'PolarAxesRepresentation' + +# setup the color legend parameters for each legend in this view + +# get color legend/bar for randomPointScalarsLUT in view renderView1 +randomPointScalarsLUTColorBar = GetScalarBar(randomPointScalarsLUT, renderView1) +randomPointScalarsLUTColorBar.Title = 'RandomPointScalars' +randomPointScalarsLUTColorBar.ComponentTitle = '' + +# set color bar visibility +randomPointScalarsLUTColorBar.Visibility = 1 + +# show color legend +pointSetvtkDisplay.SetScalarBarVisibility(renderView1, True) + +# ---------------------------------------------------------------- +# setup color maps and opacity mapes used in the visualization +# note: the Get..() functions create a new object, if needed +# ---------------------------------------------------------------- + +# get opacity transfer function/opacity map for 'RandomPointScalars' +randomPointScalarsPWF = GetOpacityTransferFunction('RandomPointScalars') +randomPointScalarsPWF.Points = [2.0, 0.0, 0.5, 0.0, 9.0, 1.0, 0.5, 0.0] +randomPointScalarsPWF.ScalarRangeInitialized = 1 + +# ---------------------------------------------------------------- +# finally, restore active source +SetActiveSource(matlab_exportvtk) +# ---------------------------------------------------------------- \ No newline at end of file diff --git a/Matlab-Programs/TestWriteVTK.m b/Matlab-Programs/TestWriteVTK.m new file mode 100644 index 0000000000000000000000000000000000000000..acc61eee7a7b8af28c7499faa3ce8f1e23db6efc --- /dev/null +++ b/Matlab-Programs/TestWriteVTK.m @@ -0,0 +1,87 @@ + + +x = 1:0.05:10; +y = 1:0.05:10; +z = 1:0.05:10; + + + +[X,Y,Z] = meshgrid(x,y,z); + + +s = size(X,1); + + +% A1 = repmat(1,size,3); +% A2 = repmat(2,size,3); +% A3 = rand(size,4)+ones(size,4); +% % A3 = repmat(2,10,4); + + +A1 = repmat(1,s,50); +A2 = repmat(2,s,50); +A3 = rand(s,81)+ones(s,81); +% A3 = repmat(2,10,4); + + +A = [A1 A3 A2]; +B = repmat(A,1,1,s); + + +vtkwrite('wind.vtk', 'structured_grid', X,Y,Z, 'scalars', 'type', B); + + + +% INPUT Parameters +mu_1 = 1; +rho_1 = 1; +theta = 0.05; +alpha = 25; +beta= 20; + +set_mu_gamma = 'q1'; +% set_mu_gamma = 'q2'; +print_output= false; + +x = linspace(0,10,30); %~alpha % most interesting area for alpha >= 0 +% y = linspace(0.05,100,121); %~beta +y = linspace(2,10,10); %~beta %TEST +y = 2; % 2D Phase Diagram +z = linspace(0.01,0.99,30); %~theta %theta = 0 , 1 -> parabolic case +[X,Y,Z] = meshgrid(x,y,z); + + +[A,angle_3D,V_3D,~] = arrayfun(@(a,b,theta)classifyMIN(mu_1,rho_1,a,b,theta,set_mu_gamma,print_output),X,Y,Z,'UniformOutput', false); + + +angle_3D = cell2mat(angle_3D); +V_3D = cell2mat(V_3D); + +vtkwrite('PhaseDiagram.vtk', 'structured_grid', X,Y,Z, 'scalars', 'type',angle_3D); + +vtkwrite('PhaseDiagramType.vtk', 'structured_grid', X,Y,Z, 'scalars', 'type',V_3D); + + + +% 2D Phase Diagram: +% fix parameter (beta here) +% beta= 5; +% +% x = linspace(-50,50,121); %~alpha +% z = linspace(0.01,0.99,121); %~theta %theta = 0 , 1 -> parabolic case +% [X,Z] = meshgrid(x,z); +% +% [A,angle_2D,V_2D,~] = arrayfun(@(a,theta)classifyMIN(mu_1,rho_1,a,beta,theta,set_mu_gamma,print_output),X,Z,'UniformOutput', false); +% +% angle_2D = cell2mat(angle_2D); +% V_2D = cell2mat(V_2D); +% + +% Y = ones(size(X))*beta; +% vtkwrite('PhaseDiagram2D.vtk', 'structured_grid', X,Y,Z, 'scalars', 'type',angle_2D); +% +% vtkwrite('PhaseDiagramType2D.vtk', 'structured_grid', X,Y,Z, 'scalars', 'type',V_2D); + + + + diff --git a/Matlab-Programs/compute_r.m b/Matlab-Programs/compute_r.m new file mode 100644 index 0000000000000000000000000000000000000000..223b470b2242cfd42c9364c269ebf20d5033d5d9 --- /dev/null +++ b/Matlab-Programs/compute_r.m @@ -0,0 +1,25 @@ +function r = compute_r(alpha,B,q1,q2,q3) + +% r = compute_r(alpha,B,q1,q2,q3); + +v = [cos(alpha);sin(alpha)]; + +b1 = B(1,1); +b2 = B(2,2); +b3 = B(1,2); + +%compute Q(v_alpha x v_alpha) +Q = q1.*v(1).^4 + q2.*v(2).^4 + 2.*q3.*v(1).^2.*v(2).^2; + + +tmp1 = q1.*(v(1).^2+b1).^2 + q2.*(v(2).^2+b2).^2 + q3.*(sqrt(2)*v(1)*v(2)+b3).^2; +tmp2 = q1.*b1.^2 + q2.*b2.^2+ q3.*b3.^2; +L = 0.5*(tmp1-Q-tmp2) ; %Polarization identity + +r = L./Q; + + + + +end + diff --git a/Matlab-Programs/findParabolic.m b/Matlab-Programs/findParabolic.m new file mode 100644 index 0000000000000000000000000000000000000000..950130c1e4f0eac3c33ff388abd7b943ea2218bb --- /dev/null +++ b/Matlab-Programs/findParabolic.m @@ -0,0 +1,95 @@ + + +syms f(alpha,beta,theta) +syms b1(alpha,beta,theta) +syms b2(alpha,beta,theta) +syms q1(beta,theta) +syms q2(beta,theta) + +mu_1 = sym(1); +rho_1 = sym(1); + +%TEST (new) +b1(alpha,beta,theta) = (3*rho_1/2).*beta.*(1-theta.*(1+alpha)); +b2(alpha,beta,theta) = (3*rho_1/(4*((1-theta)+theta.*beta))).*(1-theta.*(1+beta.*alpha)); + +q1(beta,theta) = mu_1.*(beta./(theta+(1-theta).*beta)) ; +q2(beta,theta) = mu_1.*((1-theta)+theta.*beta); + + + +fprintf('Functions to be minimized') +% f(beta,theta,alpha) = (mu_1.*(beta./(theta+(1-theta).*beta))).*((3*rho_1/2).*beta.*(1-theta.*(1+alpha))).^2 - (mu_1.*((1-theta)+theta.*beta)).*(3*rho_1/(4*((1-theta)+theta.*beta))).*(1-theta.*(1+beta.*alpha)).^2; +f(beta,theta,alpha) = q1(beta,theta).*b1(alpha,beta,theta).^2 - (q2(beta,theta).*b2(alpha,beta,theta).^2) ; + +% Fix Theta ... +thetav = sym(1/2); +f = subs(f,theta,thetav); +b1 = subs(b1,theta,thetav); +b2 = subs(b2,theta,thetav); +q1 = subs(q1,theta,thetav); +q2 = subs(q2,theta,thetav); + + + +% f = subs(f,theta,0.25); +% b1 = subs(b1,theta,0.25); +% b2 = subs(b2,theta,0.25); +% q1 = subs(q1,theta,0.25); +% q2 = subs(q2,theta,0.25); + + + +% f = subs(f,alpha,3); + + +eq = f == 0; + + +S = solve(eq,alpha, beta,'MaxDegree' , 5) +% S = solve(eq,alpha, beta,theta,'MaxDegree' , 5) + +S.alpha +S.beta + + +% CHECK +b1 = subs(b1,alpha,S.alpha(1)); +b1 = subs(b1,beta,S.beta(1)); +b2 = subs(b2,alpha,S.alpha(1)); +b2 = subs(b2,beta,S.beta(1)); + +q1 = subs(q1,beta,S.beta(1)); +q2 = subs(q2,beta,S.beta(1)); + +b1 = double(b1) +b2 = double(b2) +q1 = double(q1) +q2 = double(q2) + + +b1.*((q1).^2)- ( b2.*(q2.^2)) + + + +f = subs(f,alpha,S.alpha(1)); +f = subs(f,beta,S.beta(1)) +simplify(f) + + +% +% +% mu_h = @(beta,theta) mu_1.*(beta./(theta+(1-theta).*beta)); % harmonic mean +% mu_bar = @(b,t) mu_1.*((1-theta)+theta.*beta); % mu_bar +% +% +% +% % q1 q2 q3.. +% q1 = mu_h(beta,theta); +% q2 = mu_bar(beta,theta); + + + +fprintf('--------------------') + + diff --git a/Matlab-Programs/findParameters.m b/Matlab-Programs/findParameters.m new file mode 100644 index 0000000000000000000000000000000000000000..b024d927699fc6c3e4de7967b582e32feaad7ecc --- /dev/null +++ b/Matlab-Programs/findParameters.m @@ -0,0 +1,156 @@ + + + +syms alpha beta theta rho_1 mu_1 +assume(beta,'positive') +assume(theta,'positive') +assume(mu_1,'positive') +assume(rho_1,'positive') + +% syms f(alpha,beta,theta) +% syms b1(alpha,beta,theta) +% syms b2(alpha,beta,theta) +% syms q1(beta,theta) +% syms q2(beta,theta) + +% mu_1 = sym(1); +% rho_1 = sym(1); + +%TEST (new) +b1(alpha,beta,theta,rho_1) = (3*rho_1/2).*beta.*(1-theta.*(1+alpha)); +b2(alpha,beta,theta,rho_1) = (3*rho_1/(4*((1-theta)+theta.*beta))).*(1-theta.*(1+beta.*alpha)); + + + + +q1(beta,theta,mu_1) = mu_1.*(beta./(theta+(1-theta).*beta)) ; +q2(beta,theta,mu_1) = mu_1.*((1-theta)+theta.*beta); +q3_star(beta,theta,mu_1) = (q1(beta,theta,mu_1)*q2(beta,theta,mu_1))^(1/2) + +% +% fprintf('Functions to be minimized') +% % f(beta,theta,alpha) = (mu_1.*(beta./(theta+(1-theta).*beta))).*((3*rho_1/2).*beta.*(1-theta.*(1+alpha))).^2 - (mu_1.*((1-theta)+theta.*beta)).*(3*rho_1/(4*((1-theta)+theta.*beta))).*(1-theta.*(1+beta.*alpha)).^2; +% f(beta,theta,alpha) = q1(beta,theta).*b1(alpha,beta,theta).^2 - (q2(beta,theta).*b2(alpha,beta,theta).^2) ; + +% Fix Theta ... +% thetav = sym(1/4); +% q3_star = subs(q3_star,theta,thetav); +% b1 = subs(b1,theta,thetav); +% b2 = subs(b2,theta,thetav); +% q1 = subs(q1,theta,thetav); +% q2 = subs(q2,theta,thetav); + + +% theta = thetav +eq1 = (3*rho_1/2).*beta.*(1-theta.*(1+alpha)) == (q1(beta,theta,mu_1)*q2(beta,theta,mu_1))^(1/2) + +eq2 = (3*rho_1/(4*((1-theta)+theta.*beta))).*(1-theta.*(1+beta.*alpha)) == mu_1.*(beta./(theta+(1-theta).*beta)) + +eqns = [eq1, eq2] + +% eqns = subs(eqns,{theta,alpha,rho_1},{1/20,2,1} ) % works! +% eqns = subs(eqns,{rho_1,alpha,theta},{1,2,1/4} ) +eqns = subs(eqns,{theta},{1/4} ) % fix only theta... +% eqns = subs(eqns,{theta,mu_1,rho_1},{1/4,10,1} ) + + +% eqns = subs(eqns,{mu_1,beta},{387/1250,7741/10000} ) +% simplify(eqns) + +% eqns = subs(eqns,{theta,mu_1,rho_1},{1/4,10,5} ) +% eqns = subs(eqns,beta,2.0) + +% S = solve(eqns,mu_1,beta,'MaxDegree' , 5) +% S = solve(eqns,theta,beta,'MaxDegree' , 5) +% S = solve(eqns,theta,mu_1,'MaxDegree' , 5) + + +%interesting: +% eqns = subs(eqns,{theta,alpha,rho_1},{1/20,2,1} ) +% S = solve(eqns,mu_1,beta,'MaxDegree' , 5) + + +% S.mu_1 +% S.beta +% double(S.mu_1) +% double(S.beta) +% +% +% eqns = subs(eqns,{mu_1,beta},{0.3096,0.7741} ) +% simplify(eqns) + + +S = solve(eqns, alpha,beta, rho_1,mu_1, 'MaxDegree' , 5) +% S = solve(eqns, mu_1,beta, 'MaxDegree' , 5) + +% S = solve(eqns, alpha, beta, 'MaxDegree' , 5) + +S.alpha +S.beta +double(S.alpha) +double(S.beta) + +eqns = subs(eqns,{alpha,beta},{95.2970,0.1577} ) +% simplify(eqns) + + +% f = subs(f,theta,0.25); +% b1 = subs(b1,theta,0.25); +% b2 = subs(b2,theta,0.25); +% q1 = subs(q1,theta,0.25); +% q2 = subs(q2,theta,0.25); + + + +% f = subs(f,alpha,3); + + + + +% S = solve(eq,alpha, beta,'MaxDegree' , 5) +% S = solve(eq,alpha, beta,theta,'MaxDegree' , 5) + +% % S.alpha +% S.beta +% % +% +% % CHECK +% b1 = subs(b1,alpha,S.alpha(1)); +% b1 = subs(b1,beta,S.beta(1)); +% b2 = subs(b2,alpha,S.alpha(1)); +% b2 = subs(b2,beta,S.beta(1)); +% +% q1 = subs(q1,beta,S.beta(1)); +% q2 = subs(q2,beta,S.beta(1)); +% +% b1 = double(b1) +% b2 = double(b2) +% q1 = double(q1) +% q2 = double(q2) +% +% +% b1.*((q1).^2)- ( b2.*(q2.^2)) +% +% +% +% f = subs(f,alpha,S.alpha(1)); +% f = subs(f,beta,S.beta(1)) +% simplify(f) + + +% +% +% mu_h = @(beta,theta) mu_1.*(beta./(theta+(1-theta).*beta)); % harmonic mean +% mu_bar = @(b,t) mu_1.*((1-theta)+theta.*beta); % mu_bar +% +% +% +% % q1 q2 q3.. +% q1 = mu_h(beta,theta); +% q2 = mu_bar(beta,theta); + + + +fprintf('--------------------') + + diff --git a/Matlab-Programs/matlab.txt b/Matlab-Programs/matlab.txt new file mode 100644 index 0000000000000000000000000000000000000000..2754956c3a6d5adcaf347773a5de4fb188b739d1 --- /dev/null +++ b/Matlab-Programs/matlab.txt @@ -0,0 +1,9 @@ +1 1 1.906127239467446 +1 2 -2.84445771411170261e-27 +1 3 1.36674531873130088e-11 +2 1 -1.70707845907209275e-26 +2 2 2.0833333333333246 +2 3 6.44949347783633458e-19 +3 1 2.21186925202339457e-10 +3 2 6.4495181619832732e-19 +3 3 1.92304720901783655 diff --git a/Matlab-Programs/matlab_export.vtk b/Matlab-Programs/matlab_export.vtk new file mode 100644 index 0000000000000000000000000000000000000000..143166e316abee800986317bf099bc008d11c7ef --- /dev/null +++ b/Matlab-Programs/matlab_export.vtk @@ -0,0 +1,239 @@ +# vtk DataFile Version 2.0 +VTK from Matlab +ASCII +DATASET POLYDATA +POINTS 102 float +1.00 0.84 1.00 2.00 0.91 1.41 3.00 0.14 1.73 +4.00 -0.76 2.00 5.00 -0.96 2.24 6.00 -0.28 2.45 +7.00 0.66 2.65 8.00 0.99 2.83 9.00 0.41 3.00 +10.00 -0.54 3.16 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IT IS AN AUTOGENERATED FILE. +% EDITING MAY CAUSE THE FILE TO BECOME UNREADABLE TO +% THE PATHTOOL AND THE INSTALLER. + +p = [... +%%% BEGIN ENTRIES %%% + '/home/klaus/Desktop/DUNE/dune-microstructure/Matlab-Programs:', ... + '/home/klaus/Desktop/DUNE/dune-microstructure/Matlab-Programs/Testfold:', ... + '/home/klaus/Desktop/DUNE/dune-microstructure/Matlab-Programs/mynew:', ... + matlabroot,'/toolbox/matlab/matfun:', ... + matlabroot,'/toolbox/matlab/funfun:', ... + matlabroot,'/toolbox/matlab/ops:', ... + matlabroot,'/toolbox/matlab/lang:', ... + matlabroot,'/toolbox/matlab/datafun:', ... + matlabroot,'/toolbox/matlab/capabilities:', ... + matlabroot,'/toolbox/matlab/elmat:', ... + matlabroot,'/toolbox/matlab/datatypes:', ... + matlabroot,'/toolbox/matlab/timefun:', ... + matlabroot,'/toolbox/matlab/iofun:', ... + matlabroot,'/toolbox/matlab/validators:', ... + matlabroot,'/toolbox/matlab/randfun:', ... + matlabroot,'/toolbox/matlab/general:', ... + 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matlabroot,'/toolbox/matlab/datatools/inspector/matlab:', ... + matlabroot,'/toolbox/matlab/datatools/inspector/registration:', ... + matlabroot,'/toolbox/shared/instrument:', ... + matlabroot,'/toolbox/diagram/layout/treelayout:', ... + matlabroot,'/toolbox/matlab/helptools_js/matlab_colon_docservice/m:', ... + matlabroot,'/toolbox/shared/asynciolib:', ... + matlabroot,'/toolbox/matlab/dependency/widget/window:', ... + matlabroot,'/toolbox/shared/diagnostic:', ... + matlabroot,'/toolbox/matlab/appdesigner/matlab_integration/cfb/cfb:', ... + matlabroot,'/toolbox/shared/codergui/codergui:', ... + matlabroot,'/toolbox/shared/cxxfe/parser_mi/parser_mi:', ... + matlabroot,'/toolbox/matlab/uicomponents/uicomponents:', ... + matlabroot,'/toolbox/matlab/uicomponents/uicomponents/graphics:', ... + matlabroot,'/toolbox/matlab/uicomponents/uicomponents/style:', ... + matlabroot,'/examples/graphics/data:', ... + matlabroot,'/toolbox/shared/hwmanager/hwconnection:', ... + 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matlabroot,'/toolbox/matlab/connector2/restmatlab:', ... + matlabroot,'/toolbox/shared/hotpluglib:', ... + matlabroot,'/toolbox/matlab/filebrowser:', ... + matlabroot,'/toolbox/matlab/datatools/variableeditor/matlab:', ... + matlabroot,'/toolbox/matlab/debugger:', ... + matlabroot,'/toolbox/shared/mlreportgen/ppt:', ... + matlabroot,'/toolbox/shared/mlreportgen/ppt/ppt:', ... + matlabroot,'/toolbox/shared/mlreportgen/ppt/ppt/help:', ... + matlabroot,'/toolbox/rptgen/xmlcomp:', ... + matlabroot,'/toolbox/shared/mlreportgen/xml/xml/help:', ... + matlabroot,'/toolbox/matlab/audiovideo:', ... + matlabroot,'/toolbox/coder/coderapp/form/ml:', ... + matlabroot,'/toolbox/matlab/uicomponents/uicomponents/uicontrol:', ... + matlabroot,'/toolbox/matlab/uitools/uicomponents/components:', ... + matlabroot,'/toolbox/matlab/connector2/common:', ... + matlabroot,'/toolbox/shared/optimlib:', ... + matlabroot,'/toolbox/matlab/dependency/app:', ... + matlabroot,'/toolbox/matlab/connector2/worker:', ... + matlabroot,'/toolbox/shared/mlreportgen/rpt:', ... + matlabroot,'/toolbox/shared/mlreportgen/rpt/rpt:', ... + matlabroot,'/toolbox/symbolic/tasks:', ... + matlabroot,'/toolbox/matlab/appdesigner/appdesigner:', ... + matlabroot,'/toolbox/shared/mlarrow:', ... + matlabroot,'/toolbox/matlab/preferences/variablesprefpanel/variablesprefpanel-ui:', ... + matlabroot,'/toolbox/matlab/resources_folder:', ... + matlabroot,'/toolbox/shared/virtualfileio:', ... + matlabroot,'/toolbox/matlab/project/unsavedchanges:', ... + matlabroot,'/toolbox/matlab/dependency/report:', ... + matlabroot,'/toolbox/shared/transportlib:', ... + matlabroot,'/toolbox/matlab/configtools:', ... + matlabroot,'/toolbox/matlab/storage/mldrivedesktop:', ... + matlabroot,'/toolbox/matlab/preferences/workspaceprefpanel/workspaceprefpanel-ui:', ... + matlabroot,'/toolbox/matlab/connector2/configuration:', ... + matlabroot,'/toolbox/matlab/dependency/analysis:', ... + matlabroot,'/toolbox/physmod/simscape/language_editor/m:', ... + matlabroot,'/toolbox/optim/optimdemos:', ... + matlabroot,'/toolbox/matlab/connector2/session:', ... + matlabroot,'/toolbox/matlab/richcontent_preview/matlab:', ... + matlabroot,'/toolbox/matlab/rtc_addons/rtclanguagesupport/rtc_verilog_language_support/matlab:', ... + matlabroot,'/toolbox/shared/viewmodel/viewmodel:', ... + matlabroot,'/toolbox/matlab/rtc_addons/rtclanguagesupport/rtc_clike_language_support/matlab:', ... + matlabroot,'/toolbox/matlab/findfiles/m:', ... + matlabroot,'/toolbox/classdiagram/app/mcos:', ... + matlabroot,'/toolbox/matlab/uicomponents/uicomponents/databrowser:', ... + matlabroot,'/toolbox/shared/images_datatypes:', ... + matlabroot,'/toolbox/matlab/datatools/plotstab/matlab:', ... + matlabroot,'/toolbox/matlab/appcontainer/appcontainer:', ... + matlabroot,'/toolbox/shared/hadoopserializer:', ... + matlabroot,'/toolbox/matlab/bluetooth:', ... + matlabroot,'/toolbox/coder/coderapp/config/ml:', ... + matlabroot,'/toolbox/matlab/addons_common/matlab:', ... + matlabroot,'/toolbox/matlab/apps:', ... + matlabroot,'/toolbox/shared/networklib:', ... + matlabroot,'/toolbox/matlab/helptools/reference:', ... + matlabroot,'/toolbox/matlab/mex:', ... + matlabroot,'/toolbox/matlab/embeddedoutputs/variableoutputs:', ... + matlabroot,'/toolbox/matlab/webcam:', ... + matlabroot,'/toolbox/diagram/editor/web/m:', ... + matlabroot,'/toolbox/shared/appdes/services:', ... + matlabroot,'/toolbox/classdiagram/app/core:', ... + matlabroot,'/toolbox/matlab/dependency/attribute:', ... + matlabroot,'/toolbox/matlab/external/interfaces/java/jmi:', ... + matlabroot,'/toolbox/matlab/datatools/importtool/matlab/server:', ... + matlabroot,'/toolbox/matlab/serial:', ... + matlabroot,'/toolbox/shared/hwmanager/hwsetup:', ... + matlabroot,'/toolbox/shared/hwmanager/hwsetup/hwwidgets:', ... + matlabroot,'/toolbox/shared/hwmanager/hwsetup/hwtemplates:', ... + matlabroot,'/toolbox/shared/hwmanager/hwsetup/launch:', ... + matlabroot,'/toolbox/shared/seriallib:', ... + matlabroot,'/toolbox/shared/supportsoftware/launcher:', ... + matlabroot,'/toolbox/shared/supportsoftware/services:', ... + matlabroot,'/toolbox/shared/supportsoftware/upgrade:', ... + matlabroot,'/toolbox/matlab/embeddedoutputs/outputs:', ... + matlabroot,'/toolbox/matlab/datatools/media_widgets/matlab:', ... + matlabroot,'/toolbox/optim/optim:', ... + matlabroot,'/toolbox/optim:', ... + matlabroot,'/examples/pde/data:', ... + matlabroot,'/toolbox/matlab/connector2/http:', ... + matlabroot,'/toolbox/shared/transportclients:', ... + matlabroot,'/toolbox/matlab/project:', ... + matlabroot,'/toolbox/matlab/project/example:', ... + matlabroot,'/toolbox/matlab/project/toolstrip:', ... + matlabroot,'/toolbox/simulink/simulink/slproject:', ... + matlabroot,'/toolbox/simulink/simulink/slproject/menu:', ... + matlabroot,'/toolbox/shared/rptgen:', ... + matlabroot,'/toolbox/matlab/external/interfaces/webservices/http:', ... + matlabroot,'/toolbox/matlab/connector2/figures:', ... + matlabroot,'/toolbox/matlab/appdesigner/comparison:', ... +%%% END ENTRIES %%% + ... +]; + +if startsWith(computer, 'PC') % ispc and pathsep not available + separator = ';'; +else + separator = ':'; +end + +p = [userpath separator getenv('MATLABPATH') separator p]; diff --git a/Matlab-Programs/symMinimization.m b/Matlab-Programs/symMinimization.m index f714a3203b0aa45b5f71fee8b565afcb66cd56ec..04f3b0571def17f93cfd2182dde116a1a0705003 100644 --- a/Matlab-Programs/symMinimization.m +++ b/Matlab-Programs/symMinimization.m @@ -153,7 +153,7 @@ B_minus = tmp2; SP_minus = [A_minus,B_minus]; % TODO one should use f_plus.subs(A_plus..) to compute function value symbolically? -% in the end only the stationaryPoints are used.. Ok to compare function values numerically +% in the end only the stationaryPoints are used.. should be ok to compare function values numerically % Determine global Minimizer from stationary points: % fprintf('function values at stationary points (f_plus):') diff --git a/Matlab-Programs/symSolveSystem.m b/Matlab-Programs/symSolveSystem.m new file mode 100644 index 0000000000000000000000000000000000000000..6424b5e7c54d397b89830c0f9306486483c75a4c --- /dev/null +++ b/Matlab-Programs/symSolveSystem.m @@ -0,0 +1,16 @@ + + +syms q1 q2 q3 q12 b1 b2 a1 a2 + +eqn1 = q1 * a1 + (q3 + (q12/2)) *a2 == -2*q1*b1 - q12*b2 + +eqn2 = (q3 + (q12/2)) * a1 + q2 *a2 == -2*q2*b2 - q12*b1 + +[A,B] = equationsToMatrix([eqn1, eqn2], [a1,a2]) + +X = linsolve(A,B) + + +% check special case +fprintf('special case q12 = 0 ') +subs(X,q12,0) \ No newline at end of file diff --git a/Matlab-Programs/txt.txt b/Matlab-Programs/txt.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/cmake/modules/CMakeLists.txt b/cmake/modules/CMakeLists.txt new file mode 100644 index 0000000000000000000000000000000000000000..4f880839027b026b644bcffe1fec3e251aa4f5ee --- /dev/null +++ b/cmake/modules/CMakeLists.txt @@ -0,0 +1,3 @@ +set(modules "DuneMicrostructureMacros.cmake") + +install(FILES ${modules} DESTINATION ${DUNE_INSTALL_MODULEDIR}) diff --git a/cmake/modules/DuneMicrostructureMacros.cmake b/cmake/modules/DuneMicrostructureMacros.cmake new file mode 100644 index 0000000000000000000000000000000000000000..613dfb664b75999b008f0003a4d7c409cbf409ad --- /dev/null +++ b/cmake/modules/DuneMicrostructureMacros.cmake @@ -0,0 +1 @@ +# File for module specific CMake tests. diff --git a/inputs/cellsolver.parset b/inputs/cellsolver.parset index d18133722a982be657dbec630e5a83eeea87f573..7b723865c77fb2277d1226c73780c3470b448996 100644 --- a/inputs/cellsolver.parset +++ b/inputs/cellsolver.parset @@ -29,7 +29,7 @@ nElements = 32 32 -gamma=0.75 +gamma=0.25 ############################################# diff --git a/inputs/computeMuGamma.parset b/inputs/computeMuGamma.parset index defbd13acb87a7a73009c85559a95f9347f66011..6acf41019269f9686a55716591a4c6c2606d09f6 100644 --- a/inputs/computeMuGamma.parset +++ b/inputs/computeMuGamma.parset @@ -29,7 +29,7 @@ nElements = 32 32 -gamma=0.25 +gamma=0.5 ############################################# @@ -63,9 +63,9 @@ write_prestrainFunctions = true # VTK norm of B , rho1=1.0 -alpha=9.0 +alpha=9.764705882352942 -theta=0.075 +theta=0.15000000000000002 #theta = 0.3 # volume fraction #default = 1.0/4.0 #theta = 0.25 # volume fraction diff --git a/outputs/BMatrix.txt b/outputs/BMatrix.txt new file mode 100644 index 0000000000000000000000000000000000000000..5a80ea6936c0d163da3a74067190369d75f7c6aa --- /dev/null +++ b/outputs/BMatrix.txt @@ -0,0 +1,3 @@ +1 1 -0.324468879874192817 +1 2 -0.598155154475232376 +1 3 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differ diff --git a/outputs/PhaseDiagram3DGamma0.5.vts b/outputs/PhaseDiagram3DGamma0.5.vts new file mode 100644 index 0000000000000000000000000000000000000000..2eba2af0114ca106eb6a03a1d19ac66ca13ce9d0 Binary files /dev/null and b/outputs/PhaseDiagram3DGamma0.5.vts differ diff --git a/outputs/QMatrix.txt b/outputs/QMatrix.txt new file mode 100644 index 0000000000000000000000000000000000000000..c90b556eca4db8f790cd0b5599e276acad84f568 --- /dev/null +++ b/outputs/QMatrix.txt @@ -0,0 +1,9 @@ +1 1 2.56734130115762538 +1 2 0.645603935267779705 +1 3 3.11418421488085616e-09 +2 1 0.645603991569954294 +2 2 2.76956101635055951 +2 3 3.98431391489513918e-09 +3 1 2.26345584563976688e-10 +3 2 4.19795476054514084e-10 +3 3 2.00714673351474016 diff --git a/outputs/output.txt b/outputs/output.txt index 9fb153f078416fb83b087c1ff1c7b9b159f12c34..2f5e34240ed5ee288458bcab6244f444e28e3b5c 100644 --- a/outputs/output.txt +++ b/outputs/output.txt @@ -1,69 +1,184 @@ +material_prestrain used: analytical_Example ----- Input Parameters -----: -alpha: 5 -gamma: 0.01 +alpha: 2 +gamma: 0.25 theta: 0.25 beta: 2 material parameters: mu1: 10 mu2: 20 -lambda1: 0 -lambda2: 0 +lambda1: 10 +lambda2: 20 ----------------------------: -Number of Elements in each direction: [8,8,8] -size of FiniteElementBasis: 1728 +Number of Elements in each direction: [2,2,2] +size of FiniteElementBasis: 36 Solver-type used: CG-Solver ---------- OUTPUT ---------- -------------------- Corrector-Matrix M_1: --4.7875e-09 1.11201e-09 0 -1.11201e-09 -1.65324e-21 0 +-9.61284e-16 -1.41525e-28 0 +-1.41525e-28 3.70983e-16 0 0 0 0 -------------------- Corrector-Matrix M_2: -1.04621e-25 -1.08615e-20 0 --1.08615e-20 -9.4846e-18 0 +3.70983e-16 -1.41525e-28 0 +-1.41525e-28 -9.61284e-16 0 0 0 0 -------------------- Corrector-Matrix M_3: -1.94872e-09 -9.19575e-10 0 --9.19575e-10 2.93022e-20 0 +2.18395e-35 8.94217e-17 0 +8.94217e-17 2.18395e-35 0 0 0 0 -------------------- Effective Matrix Q: -2.08099 -5.09371e-24 2.86003e-10 -7.68785e-25 2.08333 -5.64259e-22 --7.27118e-09 -5.65834e-22 2.08306 +2.92824 0.798611 -7.01432e-32 +0.798611 2.92824 -7.01432e-32 +-3.14942e-34 -3.14942e-34 2.12963 + +--- Prestrain Output --- +B_hat: -2.31481 -2.31481 -3.41187e-33 +B_eff: -0.621118 -0.621118 -1.7858e-33 (Effective Prestrain) +------------------------ +q1=2.92824 +q2=2.92824 +q3=2.12963 +q12=0.798611 +b1=-0.621118 +b2=-0.621118 +b3=-1.7858e-33 +b1_hat: -2.31481 +b2_hat: -2.31481 +b3_hat: -3.41187e-33 +mu_gamma=2.12963 +q_onetwo=0.798611 +----- print analytic solutions ----- +b1_hat_ana : -0.714286 +b2_hat_ana : -1.250000 +b3_hat_ana : 0.000000 +b1_eff_ana : -0.375000 +b2_eff_ana : -0.600000 +b3_eff_ana : 0.000000 +q1_ana : 1.904762 +q2_ana : 2.083333 +q3 should be between q1 and q2 +Number of Elements in each direction: [4,4,4] +size of FiniteElementBasis: 240 +Solver-type used: CG-Solver +---------- OUTPUT ---------- + -------------------- +Corrector-Matrix M_1: +-0.000000 0.000000 0.000000 +0.000000 0.000000 0.000000 +0.000000 0.000000 0.000000 + + -------------------- +Corrector-Matrix M_2: +0.000000 0.000000 0.000000 +0.000000 -0.000000 0.000000 +0.000000 0.000000 0.000000 + + -------------------- +Corrector-Matrix M_3: +-0.000000 0.000000 0.000000 +0.000000 0.000000 0.000000 +0.000000 0.000000 0.000000 + + -------------------- +Effective Matrix Q: +2.523499 0.645553 0.000000 +0.645553 2.548864 0.000000 +-0.000000 -0.000000 1.891275 + +--- Prestrain Output --- +B_hat: -1.066335 -1.134114 -0.000000 +B_eff: -0.330126 -0.361338 -0.000000 (Effective Prestrain) +------------------------ +q1=2.523499 +q2=2.548864 +q3=1.891275 +q12=0.645553 +b1=-0.330126 +b2=-0.361338 +b3=-0.000000 +b1_hat: -1.066335 +b2_hat: -1.134114 +b3_hat: -0.000000 +mu_gamma=1.891275 +q_onetwo=0.645553 +----- print analytic solutions ----- +b1_hat_ana : -0.714286 +b2_hat_ana : -1.250000 +b3_hat_ana : 0.000000 +b1_eff_ana : -0.375000 +b2_eff_ana : -0.600000 +b3_eff_ana : 0.000000 +q1_ana : 1.904762 +q2_ana : 2.083333 +q3 should be between q1 and q2 +Number of Elements in each direction: [8,8,8] +size of FiniteElementBasis: 1728 +Solver-type used: CG-Solver +---------- OUTPUT ---------- + -------------------- +Corrector-Matrix M_1: +-0.000000 0.000000 0.000000 +0.000000 0.000000 0.000000 +0.000000 0.000000 0.000000 + + -------------------- +Corrector-Matrix M_2: +-0.000000 0.000000 0.000000 +0.000000 0.000000 0.000000 +0.000000 0.000000 0.000000 + + -------------------- +Corrector-Matrix M_3: +-0.000000 -0.000000 0.000000 +-0.000000 0.000000 0.000000 +0.000000 0.000000 0.000000 + + -------------------- +Effective Matrix Q: +2.567341 0.645604 0.000000 +0.645604 2.769561 0.000000 +0.000000 0.000000 2.007147 --- Prestrain Output --- -B_hat: -1.24298 -1.25 2.78718e-08 -B_eff: -0.597302 -0.6 1.12953e-08 (Effective Prestrain) +B_hat: -1.219194 -1.866106 0.000000 +B_eff: -0.324469 -0.598155 0.000000 (Effective Prestrain) ------------------------ -q1: 2.08099 -q2: 2.08333 -q3: 2.08306 -effective b1: -0.597302 -effective b2: -0.6 -effective b3: 1.12953e-08 -b1_hat: -1.24298 -b2_hat: -1.25 -b3_hat: 2.78718e-08 -mu_gamma=2.08306 +q1=2.567341 +q2=2.769561 +q3=2.007147 +q12=0.645604 +b1=-0.324469 +b2=-0.598155 +b3=0.000000 +b1_hat: -1.219194 +b2_hat: -1.866106 +b3_hat: 0.000000 +mu_gamma=2.007147 +q_onetwo=0.645604 ----- print analytic solutions ----- b1_hat_ana : -0.714286 -b2_hat_ana : -1.25 -b3_hat_ana : 0 -b1_eff_ana : -0.375 -b2_eff_ana : -0.6 -b3_eff_ana : 0 -q1_ana : 1.90476 -q2_ana : 2.08333 +b2_hat_ana : -1.250000 +b3_hat_ana : 0.000000 +b1_eff_ana : -0.375000 +b2_eff_ana : -0.600000 +b3_eff_ana : 0.000000 +q1_ana : 1.904762 +q2_ana : 2.083333 q3 should be between q1 and q2 +------------------------------------------------------------------------------------------ Levels | L2SymError | Order | L2SymNorm | L2SNorm_ana | L2Norm | ------------------------------------------------------------------------------------------ - 3 & 7.09613e-02 & 0.00000e+00 & 8.19784e-03 & 7.14286e-02 & 5.58336e-03 & + 1 & 2 & 3 & --------------------------------------------------------------------------------------------------------- Levels | |q1_ana-q1| | |q2_ana-q2| | q3 | |b1_ana-b1| | |b2_ana-b2| | |b3_ana-b3| | --------------------------------------------------------------------------------------------------------- - 3 & 1.76231e-01 & 8.88178e-15 & 2.08306e+00 & 2.22302e-01 & 2.44249e-15 & 1.12953e-08 & + 1 & 1.02348e+00 & 8.44907e-01 & 2.12963e+00 & 2.46118e-01 & 2.11180e-02 & 1.78580e-33 & + 2 & 6.18737e-01 & 4.65531e-01 & 1.89127e+00 & 4.48740e-02 & 2.38662e-01 & 1.10030e-10 & + 3 & 6.62579e-01 & 6.86228e-01 & 2.00715e+00 & 5.05311e-02 & 1.84485e-03 & 2.29468e-09 & +--------------------------------------------------------------------------------------------------------- diff --git a/outputs/outputMuGamma.txt b/outputs/outputMuGamma.txt new file mode 100644 index 0000000000000000000000000000000000000000..7d55340a10f5814693535857040f62848c75cef2 --- /dev/null +++ b/outputs/outputMuGamma.txt @@ -0,0 +1,12 @@ +Number of Elements in each direction: [32,32] +material_prestrain used: analytical_Example +----- Input Parameters -----: +gamma: 0.5 +theta: 0.148889 +beta: 2 +material parameters: +mu1: 10 +mu2: 20 +----- OUTPUT: -----: +mu_gamma=1.84137 +q3=1.84137 diff --git a/src/ClassifyMin.py b/src/ClassifyMin.py index e2d08c74f37047b61c26f367482b9339ddda038d..02ce9e28296c0cb2fe6d662303182c2144b88efb 100644 --- a/src/ClassifyMin.py +++ b/src/ClassifyMin.py @@ -25,7 +25,8 @@ import sys # # # Output : MinimizingMatrix, Angle, Type, Curvature - +def determinant(q1,q2,q3,q12): # TODO General:Matrix + return q1*q2 - (q3**2 + 2*q3*q12 + q12**2) diff --git a/src/ClassifyMinVec.py b/src/ClassifyMinVec.py new file mode 100644 index 0000000000000000000000000000000000000000..c66307b46939a13934e94de0bc988327ce1e6c2f --- /dev/null +++ b/src/ClassifyMinVec.py @@ -0,0 +1,375 @@ +import numpy as np +import matplotlib.pyplot as plt +import sympy as sym +import math +import os +import subprocess +import fileinput +import re +import matlab.engine +import sys +# print(sys.executable) +# from subprocess import Popen, PIPE + + +# -------------------------------------------------- +# 'classifyMin' classifies Minimizers by utilizing the result of +# Lemma1.6 +# +# +# +# +# 'classifyMin_ana': (Special-Case : Lemma1.4) +# ..additionally assumes Poisson-ratio=0 => q12==0 +# +# +# +# Output : MinimizingMatrix, Angle, Type, Curvature +def determinant(q1,q2,q3,q12): # TODO General:Matrix + return q1*q2 - (q3**2 + 2*q3*q12 + q12**2) + + + + +def harmonicMean(mu_1, beta, theta): + return mu_1*(beta/(theta+(1-theta)*beta)) + + +def arithmeticMean(mu_1, beta, theta): + return mu_1*((1-theta)+theta*beta) + + +def prestrain_b1(rho_1, beta, alpha, theta): + return (3.0*rho_1/2.0)*beta*(1-(theta*(1+alpha))) + + +def prestrain_b2(rho_1, beta, alpha, theta): + return (3.0*rho_1/(4.0*((1.0-theta) + theta*beta)))*(1-theta*(1+beta*alpha)) + + +# Define function to be minimized +def f(a1, a2, q1, q2, q3, q12, b1, b2): + A = np.array([[q1, q3 + q12/2.0], [q3 + q12/2.0, q2]]) + B = np.array([-2.0*q1*b1-q12*b2, -2.0*q2*b2-q12*b1]) + a = np.array([a1, a2]) + tmp = np.dot(A, a) + tmp2 = np.dot(a, tmp) + tmpB = np.dot(B, a) + return tmp2 + tmpB + q1*(b1**2) + q2*(b2**2) + q12*b1*b2 + +# ---- Alternative Version using alpha,beta,theta ,mu_1,rho_1 +def classifyMin_ana(alpha,beta,theta,q3,mu_1,rho_1,print_Cases=False, print_Output=False): + + # Assumption of Classification-Lemma1.6: + # 1. [b3 == 0] + # 2. Q is orthotropic i.e. q13 = q31 = q23 = q32 == 0 + # 3. This additionally assumes that Poisson-Ratio = 0 => q12 == 0 + q12 = 0.0 + + q1 = (1.0/6.0)*harmonicMean(mu_1, beta, theta) + q2 = (1.0/6.0)*arithmeticMean(mu_1, beta, theta) + # print('q1: ', q1) + # print('q2: ', q2) + b1 = prestrain_b1(rho_1, beta, alpha,theta) + b2 = prestrain_b2(rho_1, beta, alpha,theta) + return classifyMin(q1, q2, q3, q12, b1, b2, print_Cases, print_Output) + + + +# Matrix Version that just gets matrices Q & B +def classifyMin_mat(Q,B,print_Cases=False, print_Output=False): + q1 = Q[0][0] + q2 = Q[1][1] + q3 = Q[2][2] + q12 = Q[0][1] + b1 = B[0] + b2 = B[1] + b3 = B[2] + return classifyMin(q1, q2, q3, q12, b1, b2, print_Cases, print_Output) + + +# -------------------------------------------------------------------- +# Classify Type of minimizer 1 = R1 , 2 = R2 , 3 = R3 # before : destinction between which axis.. (4Types ) +# where +# R1 : unique local (global) minimizer which is not axial +# R2 : continuum of local (global) minimizers which are not axial +# R3 : one or two local (global) minimizers which are axial +# Partition given by +# R1 = E1 +# R2 = P1.2 +# R3 = E2 U E3 U P1.1 U P2 U H +# ------------------------------------------------------------------- +def classifyMin(q1, q2, q3, q12, b1, b2, print_Cases=False, print_Output=False): #ClassifyMin_hom? + # Assumption of Classification-Lemma1.6: + # 1. [b3 == 0] + # 2. Q is orthotropic i.e. q13 = q31 = q23 = q32 == 0 + + # TODO: check if Q is orthotropic here - assert() + + + if print_Output: print("Run ClassifyMin...") + CaseCount = 0 + epsilon = sys.float_info.epsilon #Machine epsilon + + B = np.array([-2.0*q1*b1-q12*b2, -2.0*q2*b2-q12*b1]) + A = np.array([[q1, q3 + q12/2.0], [q3 + q12/2.0, q2]]) + # print('Matrix A:', A) + # print('Matrix B:', B) + # print('Matrix rank of A:', np.linalg.matrix_rank(A)) + # print('shape of A:', A.shape) + # print('shape of B:', B.shape) + # print('Matrix [A,B]:', np.c_[A, B]) + # print('Matrix rank of [A,B]:', np.linalg.matrix_rank(np.c_[A, B])) + # print('shape of [A,B]:', C.shape) + # + # x = np.linalg.solve(A, B) # works only if A is not singular!! + # print("Solution LGS:", x) + # # print("sym Matrix", sym.Matrix(([A],[B]))) + # + # # Test + # C = np.array([[1, 0], [0, 0]]) + # d = np.array([5, 0]) + # y = np.linalg.lstsq(C, d)[0] + # print("Solution LGS:", y) + # T = np.c_[C, d] + # print('T:', T) + # Trref = sym.Matrix(T).rref()[0] + # Out = np.array(Trref, dtype=float) + # print('rref:', Out) + + determinant = q1*q2 - (q3**2 + 2*q3*q12 + q12**2) + if print_Cases: print("determinant:", determinant) + + # Define values for axial-Solutions (b1*,0) & (0,b2*) + b1_star = (2.0*q1*b1 + b2*q12)/(2*q1) + b2_star = (2.0*q2*b2 + b1*q12)/(2*q2) + + # ------------------------------------ Parabolic Case ----------------------------------- + if abs(determinant) < epsilon: + if print_Cases: print('P : parabolic case (determinant equal zero)') + # if print_Cases: print('P : parabolic case (determinant equal zero)') + + # check if B is in range of A + # check if rank(A) == rank([A,B]) + # OK this way? (or use Sympy?) + if np.linalg.matrix_rank(A) == np.linalg.matrix_rank(np.c_[A, B]): + if print_Cases: print('P1 (B is in the range of A)') + + if (q12+q3)/2.0 <= -1.0*epsilon: + print('should not happen(not compatible with det = 0)') + + if (abs(B[0]) < epsilon and abs(B[1]) < epsilon) and (q12+q3)/2.0 >= epsilon: + if print_Cases: print('P1.1') + a1 = 0.0 + a2 = 0.0 + type = 3 + CaseCount += 1 + + if (abs(B[0]) >= epsilon or abs(B[1]) >= epsilon) and (q12+q3)/2.0 >= epsilon: + # Continuum of minimizers located along a line of negative slope in Lambda + if print_Cases: print('P1.2 (Continuum of minimizers located along a line of negative slope in Lambda) ') + + # Just solve Aa* = b (alternatively using SymPy ?) + # we know that A is singular (det A = 0 ) here.. + # & we know that there are either infinitely many solutions or a unique solution ... + # ---- determine one via Least Squares + # "If A is square and of full rank, then x (but for round-off error) + # is the “exact” solution of the equation. Else, x minimizes the + # Euclidean 2-norm || b-Ax ||. If there are multiple minimizing solutions, + # the one with the smallest 2-norm is returned. "" + a = np.linalg.lstsq(A, B)[0] # TODO check is this Ok ? + print("Solution LGS: a =", a) + a1 = a[0] + a2 = a[1] + + type = 2 + CaseCount += 1 + else: + if print_Cases: print('P2 (B is not in the range of A)') + # local Minimizers occur on the boundary of Lambda... + # There are at most two local minima and they are either + # (b1_star, 0) or (0, b2_star) + # could also outsource this to another function.. + if f(b1_star, 0, q1, q2, q3, q12, b1, b2) < f(0, b2_star, q1, q2, q3, q12, b1, b2): + a1 = b1_star + a2 = 0.0 + type = 3 # 1 + CaseCount += 1 + if f(b1_star, 0, q1, q2, q3, q12, b1, b2) > f(0, b2_star, q1, q2, q3, q12, b1, b2): + a1 = 0 + a2 = b2_star + type = 3 # 2 + CaseCount += 1 + # TODO Problem: angle depends on how you choose... THE angle is not defined for this case + if f(b1_star, 0, q1, q2, q3, q12, b1, b2) == f(0, b2_star, q1, q2, q3, q12, b1, b2): + # Two Minimizers pick one + a1 = b1_star + a2 = 0.0 + type = 3 # 4 + CaseCount += 1 + + # ------------------------------------ Elliptic Case ----------------------------------- + if determinant >= epsilon: + if print_Cases: print('E : elliptic case (determinant greater zero)') + a1_star = -(2*(b1*(q12**2) + 2*b1*q3*q12 - 4*b1*q1*q2 + 4*b2*q2*q3)) / \ + (4*(q3**2) + 4*q3*q12 + (q12**2) - 4*q1*q2) + a2_star = -(2*(b2*(q12**2) + 2*b2*q3*q12 + 4*b1*q1*q3 - 4*b2*q1*q2)) / \ + (4*(q3**2) + 4*q3*q12 + (q12**2) - 4*q1*q2) + prod = a1_star*a2_star + + if prod >= epsilon: + if print_Cases: print('(E1) - inside Lambda ') + a1 = a1_star + a2 = a2_star + type = 1 # non-axial Minimizer + CaseCount += 1 + if abs(prod) < epsilon: # same as prod = 0 ? or better use <=epsilon ? + if print_Cases: print('(E2) - on the boundary of Lambda ') + a1 = a1_star + a2 = a2_star + type = 3 # could check which axis: if a1_star or a2_star close to zero.. ? + CaseCount += 1 + + if prod <= -1.0*epsilon: + if print_Cases: print('(E3) - Outside Lambda ') + if f(b1_star, 0, q1, q2, q3, q12, b1, b2) < f(0, b2_star, q1, q2, q3, q12, b1, b2): + a1 = b1_star + a2 = 0.0 + type = 3 # 1 + CaseCount += 1 + if f(b1_star, 0, q1, q2, q3, q12, b1, b2) > f(0, b2_star, q1, q2, q3, q12, b1, b2): + a1 = 0 + a2 = b2_star + type = 3 # 2 + CaseCount += 1 + + # TODO Problem: angle depends on how you choose... THE angle is not defined for this case + if f(b1_star, 0, q1, q2, q3, q12, b1, b2) == f(0, b2_star, q1, q2, q3, q12, b1, b2): + # Two Minimizers pick one + a1 = b1_star + a2 = 0.0 + type = 3 # 4 + CaseCount += 1 + + # ------------------------------------ Hyperbolic Case ----------------------------------- + if determinant <= -1.0*epsilon: + if print_Cases: print('H : hyperbolic case (determinant smaller zero)') + # One or two minimizers wich are axial + type = 3 # (always type 3) + if f(b1_star, 0, q1, q2, q3, q12, b1, b2) < f(0, b2_star, q1, q2, q3, q12, b1, b2): + a1 = b1_star + a2 = 0.0 + # type = 3 # 1 + CaseCount += 1 + if f(b1_star, 0, q1, q2, q3, q12, b1, b2) > f(0, b2_star, q1, q2, q3, q12, b1, b2): + a1 = 0 + a2 = b2_star + # type = 3 # 2 + CaseCount += 1 + # TODO can add this case to first or second .. + if f(b1_star, 0, q1, q2, q3, q12, b1, b2) == f(0, b2_star, q1, q2, q3, q12, b1, b2): + # Two Minimizers pick one + a1 = b1_star + a2 = 0.0 + # type = 3 # 4 + CaseCount += 1 + # --------------------------------------------------------------------------------------- + + if (CaseCount > 1): + print('Error: More than one Case happened!') + + # compute a3 + # a3 = math.sqrt(2.0*a1*a2) # never needed? + + # compute the angle <(e,e_1) where Minimizer = kappa* (e (x) e) + e = [math.sqrt((a1/(a1+a2))), math.sqrt((a2/(a1+a2)))] + angle = math.atan2(e[1], e[0]) + + # compute kappa + kappa = (a1 + a2) + + # Minimizer G + Minimizer = np.array([[a1, math.sqrt(a1*a2)], [math.sqrt(a1*a2), a2]],dtype=object) + + MinimizerVec = np.array([a1, a2],dtype=object) + # Minimizer = np.array([[a1, math.sqrt(a1*a2)], [math.sqrt(a1*a2), a2]]) + + if print_Output: + print('--- Output ClassifyMin ---') + print("Minimizing Matrix G:") + print(Minimizer) + print("angle = ", angle) + print("type: ", type) + print("kappa = ", kappa) + + return MinimizerVec, angle, type, kappa +# ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ + + +# ---------------------------------------------- Main --------------------- + +# --- Input Parameters ---- +# mu_1 = 1.0 +# rho_1 = 1.0 +# alpha = 9.0 +# beta = 2.0 +# theta = 1.0/8.0 + +# # define q1, q2 , mu_gamma, q12 +# # 1. read from Cell-Output +# # 2. define values from analytic formulas (expect for mu_gamma) +# q1 = (1.0/6.0)*harmonicMean(mu_1, beta, theta) +# q2 = (1.0/6.0)*arithmeticMean(mu_1, beta, theta) +# # TEST +# q12 = 0.0 # (analytical example) +# # q12 = 12.0 # (analytical example) + +# set mu_gamma to value or read from Cell-Output +# mu_gamma = q1 # TODO read from Cell-Output +# b1 = prestrain_b1(rho_1, beta, alpha, theta) +# b2 = prestrain_b2(rho_1, beta, alpha, theta) + + +# print('---- Input parameters: -----') +# print('mu_1: ', mu_1) +# print('rho_1: ', rho_1) +# print('alpha: ', alpha) +# print('beta: ', beta) +# print('theta: ', theta) +# print("q1: ", q1) +# print("q2: ", q2) +# print("mu_gamma: ", mu_gamma) +# print("q12: ", q12) +# print("b1: ", b1) +# print("b2: ", b2) +# print('----------------------------') +# # print("machine epsilon", sys.float_info.epsilon) +# +# +# # ------- Options -------- +# print_Cases = True +# print_Output = True + +# G, angle, type, kappa = classifyMin(q1, q2, mu_gamma, q12, b1, b2, print_Cases, print_Output) +# +# G, angle, type, kappa = classifyMin_ana(alpha, beta, theta, mu_gamma, q12, print_Cases, print_Output) +# +# Out = classifyMin_ana(alpha, beta, theta, mu_gamma, q12, print_Cases, print_Output) + +# print('TEST:') +# Out = classifyMin_ana(alpha, beta, theta) + +# print('Out[0]', Out[0]) +# print('Out[1]', Out[1]) +# print('Out[2]', Out[2]) +# print('Out[3]', Out[3]) + + +# #supress certain Outout.. +# _,_,T,_ = classifyMin_ana(alpha, beta, theta, mu_gamma, q12, print_Cases, print_Output) +# print('Output only type..:', T) + +# Test = f(1,2 ,q1,q2,mu_gamma,q12,b1,b2) +# print("Test", Test) + +# ----------------------------------------------------------------------------------------------------------------------------------------------------------------- diff --git a/src/Compute_MuGamma.cc b/src/Compute_MuGamma.cc index 17f553785d0eaa573a56212f1bc7dd1c23d5a314..d59db32e028de4796344734f056a71ddec31340a 100644 --- a/src/Compute_MuGamma.cc +++ b/src/Compute_MuGamma.cc @@ -877,6 +877,7 @@ int main(int argc, char *argv[]) std::cout << "mu_gamma:" << mu_gamma << std::endl; log << "----- OUTPUT: -----: " << std::endl; log << "mu_gamma=" << mu_gamma << std::endl; + log << "q3=" << mu_gamma << std::endl; // std::cout.precision(10); // std::cout << "mu_gamma:" << std::fixed << mu_gamma << std::endl; @@ -949,5 +950,7 @@ int main(int argc, char *argv[]) MaterialVtkWriter.write(outputPath + "/MaterialFunctions" ); std::cout << "wrote data to file:" + outputPath + "/MaterialFunctions" << std::endl; + + log.close(); } diff --git a/src/PhaseDiagram (copy).py b/src/PhaseDiagram (copy).py new file mode 100644 index 0000000000000000000000000000000000000000..3991bdb639c3cf93dd71334a0000175b0a621c67 --- /dev/null +++ b/src/PhaseDiagram (copy).py @@ -0,0 +1,346 @@ +import numpy as np +import matplotlib.pyplot as plt +import sympy as sym +import math +import os +import subprocess +import fileinput +import re +import matlab.engine +import sys +from ClassifyMin import * +from HelperFunctions import * +# from CellScript import * +from mpl_toolkits.mplot3d import Axes3D +import matplotlib.cm as cm +from vtk.util import numpy_support +from pyevtk.hl import gridToVTK + +import time +# print(sys.executable) + +# -------------------------------------------------------------------- +# START : +# INPUT (Parameters): alpha, beta, theta, gamma, mu1, rho1 +# +# -Option 1 : (Case lambda = 0 => q12 = 0) +# compute q1,q2,b1,b2 from Formula +# Option 1.1 : +# set mu_gamma = 'q1' or 'q2' (extreme regimes: gamma \in {0,\infty}) +# Option 1.2 : +# compute mu_gamma with 'Compute_MuGamma' (2D problem much faster then Cell-Problem) +# -Option 2 : +# compute Q_hom & B_eff by running 'Cell-Problem' +# +# -> CLASSIFY ... +# +# OUTPUT: Minimizer G, angle , type, curvature +# ----------------------------------------------------------------------- +# +# +# def GetMuGamma(beta,theta,gamma,mu1,rho1, InputFilePath = os.path.dirname(os.getcwd()) +"/inputs/computeMuGamma.parset", +# OutputFilePath = os.path.dirname(os.getcwd()) + "/outputs/outputMuGamma.txt" ): +# # ------------------------------------ get mu_gamma ------------------------------ +# # ---Scenario 1.1: extreme regimes +# if gamma == '0': +# print('extreme regime: gamma = 0') +# mu_gamma = (1.0/6.0)*arithmeticMean(mu1, beta, theta) # = q2 +# print("mu_gamma:", mu_gamma) +# elif gamma == 'infinity': +# print('extreme regime: gamma = infinity') +# mu_gamma = (1.0/6.0)*harmonicMean(mu1, beta, theta) # = q1 +# print("mu_gamma:", mu_gamma) +# else: +# # --- Scenario 1.2: compute mu_gamma with 'Compute_MuGamma' (much faster than running full Cell-Problem) +# # print("Run computeMuGamma for Gamma = ", gamma) +# with open(InputFilePath, 'r') as file: +# filedata = file.read() +# filedata = re.sub('(?m)^gamma=.*','gamma='+str(gamma),filedata) +# # filedata = re.sub('(?m)^alpha=.*','alpha='+str(alpha),filedata) +# filedata = re.sub('(?m)^beta=.*','beta='+str(beta),filedata) +# filedata = re.sub('(?m)^theta=.*','theta='+str(theta),filedata) +# filedata = re.sub('(?m)^mu1=.*','mu1='+str(mu1),filedata) +# filedata = re.sub('(?m)^rho1=.*','rho1='+str(rho1),filedata) +# f = open(InputFilePath,'w') +# f.write(filedata) +# f.close() +# # --- Run Cell-Problem +# +# # Check Time +# # t = time.time() +# # subprocess.run(['./build-cmake/src/Cell-Problem', './inputs/cellsolver.parset'], +# # capture_output=True, text=True) +# # --- Run Cell-Problem_muGama -> faster +# # subprocess.run(['./build-cmake/src/Cell-Problem_muGamma', './inputs/cellsolver.parset'], +# # capture_output=True, text=True) +# # --- Run Compute_muGamma (2D Problem much much faster) +# +# subprocess.run(['./build-cmake/src/Compute_MuGamma', './inputs/computeMuGamma.parset'], +# capture_output=True, text=True) +# # print('elapsed time:', time.time() - t) +# +# #Extract mu_gamma from Output-File TODO: GENERALIZED THIS FOR QUANTITIES OF INTEREST +# with open(OutputFilePath, 'r') as file: +# output = file.read() +# tmp = re.search(r'(?m)^mu_gamma=.*',output).group() # Not necessary for Intention of Program t output Minimizer etc..... +# s = re.findall(r"[-+]?\d*\.\d+|\d+", tmp) +# mu_gamma = float(s[0]) +# # print("mu_gamma:", mu_gammaValue) +# # -------------------------------------------------------------------------------------- +# return mu_gamma +# + + + +# ----------- SETUP PATHS +# InputFile = "/inputs/cellsolver.parset" +# OutputFile = "/outputs/output.txt" +InputFile = "/inputs/computeMuGamma.parset" +OutputFile = "/outputs/outputMuGamma.txt" +# --------- Run from src folder: +path_parent = os.path.dirname(os.getcwd()) +os.chdir(path_parent) +path = os.getcwd() +print(path) +InputFilePath = os.getcwd()+InputFile +OutputFilePath = os.getcwd()+OutputFile +print("InputFilepath: ", InputFilePath) +print("OutputFilepath: ", OutputFilePath) +print("Path: ", path) + + +# -------------------------- Input Parameters -------------------- +mu1 = 10.0 # TODO : here must be the same values as in the Parset for computeMuGamma +rho1 = 1.0 +alpha = 2.0 +beta = 2.0 +# beta = 10.0 +theta = 1.0/4.0 +#set gamma either to 1. '0' 2. 'infinity' or 3. a numerical positive value +gamma = '0' +# gamma = 'infinity' +# gamma = 0.5 +# gamma = 0.25 +# gamma = 1.0 + +# gamma = 5.0 + +#added +# lambda1 = 10.0 +lambda1 = 0.0 + + + + + +print('---- Input parameters: -----') +print('mu1: ', mu1) +print('rho1: ', rho1) +print('alpha: ', alpha) +print('beta: ', beta) +print('theta: ', theta) +print('gamma:', gamma) + +print('lambda1: ', lambda1) +print('----------------------------') +# ---------------------------------------------------------------- + + +# gamma_min = 0.5 +# gamma_max = 1.0 +# +# # gamma_min = 1 +# # gamma_max = 1 +# Gamma_Values = np.linspace(gamma_min, gamma_max, num=3) +# # # +# # # Gamma_Values = np.linspace(gamma_min, gamma_max, num=13) # TODO variable Input Parameters...alpha,beta... +# print('(Input) Gamma_Values:', Gamma_Values) +# # # +# for gamma in Gamma_Values: + + + # muGamma = GetMuGamma(beta,theta,gamma,mu1,rho1,InputFilePath) + # # muGamma = GetMuGamma(beta,theta,gamma,mu1,rho1) + # print('Test MuGamma:', muGamma) + + # ------- Options -------- + # print_Cases = True + # print_Output = True + + #TODO +# generalCase = True #Read Output from Cell-Problem instead of using Lemma1.4 (special case) +generalCase = False + +# make_3D_plot = True +# make_3D_PhaseDiagram = True +make_2D_plot = False +# make_2D_PhaseDiagram = False +make_3D_plot = False +make_3D_PhaseDiagram = False +# make_2D_plot = True +make_2D_PhaseDiagram = True + + +# --- Define effective quantities: q1, q2 , q3 = mu_gamma, q12 --- +# q1 = harmonicMean(mu1, beta, theta) +# q2 = arithmeticMean(mu1, beta, theta) +# --- Set q12 +# q12 = 0.0 # (analytical example) # TEST / TODO read from Cell-Output + + + + + +# b1 = prestrain_b1(rho1, beta, alpha, theta) +# b2 = prestrain_b2(rho1, beta, alpha, theta) +# +# print('---- Input parameters: -----') +# print('mu1: ', mu1) +# print('rho1: ', rho1) +# print('alpha: ', alpha) +# print('beta: ', beta) +# print('theta: ', theta) +# print("q1: ", q1) +# print("q2: ", q2) +# print("mu_gamma: ", mu_gamma) +# print("q12: ", q12) +# print("b1: ", b1) +# print("b2: ", b2) +# print('----------------------------') +# print("machine epsilon", sys.float_info.epsilon) + +# G, angle, type, kappa = classifyMin(q1, q2, mu_gamma, q12, b1, b2, print_Cases, print_Output) +# Test = f(1,2 ,q1,q2,mu_gamma,q12,b1,b2) +# print("Test", Test) + +# ---------------------- MAKE PLOT / Write to VTK------------------------------------------------------------------------------ + +# SamplePoints_3D = 10 # Number of sample points in each direction +# SamplePoints_2D = 10 # Number of sample points in each direction +SamplePoints_3D = 300 # Number of sample points in each direction +SamplePoints_2D = 100 # Number of sample points in each direction + + + +if make_3D_PhaseDiagram: + alphas_ = np.linspace(-20, 20, SamplePoints_3D) + betas_ = np.linspace(0.01,40.01,SamplePoints_3D) + thetas_ = np.linspace(0.01,0.99,SamplePoints_3D) + # print('type of alphas', type(alphas_)) + # print('Test:', type(np.array([mu_gamma])) ) + alphas, betas, thetas = np.meshgrid(alphas_, betas_, thetas_, indexing='ij') + classifyMin_anaVec = np.vectorize(classifyMin_ana) + + # Get MuGamma values ... + GetMuGammaVec = np.vectorize(GetMuGamma) + muGammas = GetMuGammaVec(betas, thetas, gamma, mu1, rho1) + # Classify Minimizers.... + G, angles, Types, curvature = classifyMin_anaVec(alphas, betas, thetas, muGammas, mu1, rho1) # Sets q12 to zero!!! + # print('size of G:', G.shape) + # print('G:', G) + # Out = classifyMin_anaVec(alphas,betas,thetas) + # T = Out[2] + # --- Write to VTK + + GammaString = str(gamma) + VTKOutputName = "outputs/PhaseDiagram3D" + "Gamma" + GammaString + gridToVTK(VTKOutputName , alphas, betas, thetas, pointData = {'Type': Types, 'angles': angles, 'curvature': curvature} ) + print('Written to VTK-File:', VTKOutputName ) + +if make_2D_PhaseDiagram: + # alphas_ = np.linspace(-20, 20, SamplePoints_2D) + # thetas_ = np.linspace(0.01,0.99,SamplePoints_2D) + # alphas_ = np.linspace(-5, 15, SamplePoints_2D) + # thetas_ = np.linspace(0.05,0.25,SamplePoints_2D) + + + # good range: + # alphas_ = np.linspace(9, 10, SamplePoints_2D) + # thetas_ = np.linspace(0.075,0.14,SamplePoints_2D) + + alphas_ = np.linspace(8, 10, SamplePoints_2D) + thetas_ = np.linspace(0.05,0.16,SamplePoints_2D) + + # alphas_ = np.linspace(8, 12, SamplePoints_2D) + # thetas_ = np.linspace(0.05,0.2,SamplePoints_2D) + # betas_ = np.linspace(0.01,40.01,1) + #fix to one value: + betas_ = 2.0; + alphas, betas, thetas = np.meshgrid(alphas_, betas_, thetas_, indexing='ij') + + + if generalCase: + classifyMin_matVec = np.vectorize(classifyMin_mat) + GetCellOutputVec = np.vectorize(GetCellOutput, otypes=[np.ndarray, np.ndarray]) + Q, B = GetCellOutputVec(alphas,betas,thetas,gamma,mu1,rho1,lambda1, InputFilePath ,OutputFilePath ) + + + # print('type of Q:', type(Q)) + # print('Q:', Q) + G, angles, Types, curvature = classifyMin_matVec(Q,B) + + else: + classifyMin_anaVec = np.vectorize(classifyMin_ana) + GetMuGammaVec = np.vectorize(GetMuGamma) + muGammas = GetMuGammaVec(betas,thetas,gamma,mu1,rho1,InputFilePath ,OutputFilePath ) + G, angles, Types, curvature = classifyMin_anaVec(alphas,betas,thetas, muGammas, mu1, rho1) # Sets q12 to zero!!! + # print('size of G:', G.shape) + # print('G:', G) + # print('Types:', Types) + # Out = classifyMin_anaVec(alphas,betas,thetas) + # T = Out[2] + # --- Write to VTK + # VTKOutputName = + path + "./PhaseDiagram2DNEW" + + GammaString = str(gamma) + VTKOutputName = "outputs/PhaseDiagram2D" + "Gamma_" + GammaString + gridToVTK(VTKOutputName , alphas, betas, thetas, pointData = {'Type': Types, 'angles': angles, 'curvature': curvature} ) + print('Written to VTK-File:', VTKOutputName ) + + +# --- Make 3D Scatter plot +if(make_3D_plot or make_2D_plot): + fig = plt.figure() + ax = fig.add_subplot(111, projection='3d') + colors = cm.plasma(Types) + # if make_2D_plot: pnt3d=ax.scatter(alphas,thetas,c=Types.flat) + # if make_3D_plot: pnt3d=ax.scatter(alphas,betas,thetas,c=Types.flat) + if make_2D_plot: pnt3d=ax.scatter(alphas,thetas,c=angles.flat) + if make_3D_plot: pnt3d=ax.scatter(alphas,betas,thetas,c=angles.flat) + # cbar=plt.colorbar(pnt3d) + # cbar.set_label("Values (units)") + plt.axvline(x = 8, color = 'b', linestyle = ':', label='$q_1$') + plt.axhline(y = 0.083333333, color = 'b', linestyle = ':', label='$q_1$') + + ax.set_xlabel('alpha') + ax.set_ylabel('beta') + if make_3D_plot: ax.set_zlabel('theta') + plt.show() + # plt.savefig('common_labels.png', dpi=300) + # print('T:', T) + # print('Type 1 occured here:', np.where(T == 1)) + # print('Type 2 occured here:', np.where(T == 2)) + + + # print(alphas_) + # print(betas_) + + + + + +# ALTERNATIVE +# colors = ("red", "green", "blue") +# groups = ("Type 1", "Type2", "Type3") +# +# # Create plot +# fig = plt.figure() +# ax = fig.add_subplot(1, 1, 1) +# +# for data, color, group in zip(Types, colors, groups): +# # x, y = data +# ax.scatter(alphas, thetas, alpha=0.8, c=color, edgecolors='none', label=group) +# +# plt.title('Matplot scatter plot') +# plt.legend(loc=2) +# plt.show() diff --git a/src/PhaseDiagram.py b/src/PhaseDiagram.py index 19d9e9bfd454b6614df2cf883af19711da7ee9c6..a37f282e1be9bfcbee4390dceb08b4101f07a5ea 100644 --- a/src/PhaseDiagram.py +++ b/src/PhaseDiagram.py @@ -114,17 +114,24 @@ mu1 = 10.0 # TODO : here must be the same values as in the Parset rho1 = 1.0 alpha = 2.0 beta = 2.0 -# beta = 10.0 +beta = 10.0 theta = 1.0/4.0 #set gamma either to 1. '0' 2. 'infinity' or 3. a numerical positive value gamma = '0' # gamma = 'infinity' # gamma = 0.5 -gamma = 0.25 +# gamma = 0.25 # gamma = 1.0 +# gamma = 5.0 + #added -lambda1 = 10.0 +# lambda1 = 10.0 +lambda1 = 0.0 + + + + print('---- Input parameters: -----') print('mu1: ', mu1) @@ -138,17 +145,17 @@ print('lambda1: ', lambda1) print('----------------------------') # ---------------------------------------------------------------- - -# gamma_min = 0.05 -# gamma_max = 2.0 - -# gamma_min = 1 -# gamma_max = 1 -# Gamma_Values = np.linspace(gamma_min, gamma_max, num=1) # -# # Gamma_Values = np.linspace(gamma_min, gamma_max, num=13) # TODO variable Input Parameters...alpha,beta... -# print('(Input) Gamma_Values:', Gamma_Values) +# gamma_min = 0.5 +# gamma_max = 1.0 # +# # gamma_min = 1 +# # gamma_max = 1 +# Gamma_Values = np.linspace(gamma_min, gamma_max, num=3) +# # # +# # # Gamma_Values = np.linspace(gamma_min, gamma_max, num=13) # TODO variable Input Parameters...alpha,beta... +# print('(Input) Gamma_Values:', Gamma_Values) +# # # # for gamma in Gamma_Values: @@ -161,7 +168,8 @@ print('----------------------------') # print_Output = True #TODO -generalCase = True #Read Output from Cell-Problem instead of using Lemma1.4 (special case) +# generalCase = True #Read Output from Cell-Problem instead of using Lemma1.4 (special case) +generalCase = False # make_3D_plot = True # make_3D_PhaseDiagram = True @@ -210,7 +218,7 @@ make_2D_PhaseDiagram = True # SamplePoints_3D = 10 # Number of sample points in each direction # SamplePoints_2D = 10 # Number of sample points in each direction SamplePoints_3D = 300 # Number of sample points in each direction -SamplePoints_2D = 1 # Number of sample points in each direction +SamplePoints_2D = 300 # Number of sample points in each direction @@ -240,11 +248,20 @@ if make_3D_PhaseDiagram: print('Written to VTK-File:', VTKOutputName ) if make_2D_PhaseDiagram: - # alphas_ = np.linspace(-20, 20, SamplePoints_2D) - # thetas_ = np.linspace(0.01,0.99,SamplePoints_2D) + alphas_ = np.linspace(-20, 20, SamplePoints_2D) + thetas_ = np.linspace(0.01,0.99,SamplePoints_2D) + # alphas_ = np.linspace(-5, 15, SamplePoints_2D) + # thetas_ = np.linspace(0.05,0.25,SamplePoints_2D) + + + # good range: alphas_ = np.linspace(9, 10, SamplePoints_2D) thetas_ = np.linspace(0.075,0.14,SamplePoints_2D) + # range used: + # alphas_ = np.linspace(8, 10, SamplePoints_2D) + # thetas_ = np.linspace(0.05,0.16,SamplePoints_2D) + # alphas_ = np.linspace(8, 12, SamplePoints_2D) # thetas_ = np.linspace(0.05,0.2,SamplePoints_2D) # betas_ = np.linspace(0.01,40.01,1) @@ -253,10 +270,10 @@ if make_2D_PhaseDiagram: alphas, betas, thetas = np.meshgrid(alphas_, betas_, thetas_, indexing='ij') - if generalCase: #TODO + if generalCase: classifyMin_matVec = np.vectorize(classifyMin_mat) GetCellOutputVec = np.vectorize(GetCellOutput, otypes=[np.ndarray, np.ndarray]) - Q, B = GetCellOutputVec(alphas,betas,thetas,gamma,mu1,rho1,lamba1, InputFilePath ,OutputFilePath ) + Q, B = GetCellOutputVec(alphas,betas,thetas,gamma,mu1,rho1,lambda1, InputFilePath ,OutputFilePath ) # print('type of Q:', type(Q)) @@ -293,6 +310,9 @@ if(make_3D_plot or make_2D_plot): if make_3D_plot: pnt3d=ax.scatter(alphas,betas,thetas,c=angles.flat) # cbar=plt.colorbar(pnt3d) # cbar.set_label("Values (units)") + plt.axvline(x = 8, color = 'b', linestyle = ':', label='$q_1$') + plt.axhline(y = 0.083333333, color = 'b', linestyle = ':', label='$q_1$') + ax.set_xlabel('alpha') ax.set_ylabel('beta') if make_3D_plot: ax.set_zlabel('theta') @@ -303,8 +323,8 @@ if(make_3D_plot or make_2D_plot): # print('Type 2 occured here:', np.where(T == 2)) -# print(alphas_) -# print(betas_) + # print(alphas_) + # print(betas_) diff --git a/src/Plot_Angle_Lemma1.4.py b/src/Plot_Angle_Lemma1.4.py new file mode 100644 index 0000000000000000000000000000000000000000..e60ba683143816da39cab3f0503f51f2804ad482 --- /dev/null +++ b/src/Plot_Angle_Lemma1.4.py @@ -0,0 +1,407 @@ +import numpy as np +import matplotlib.pyplot as plt +import sympy as sym +import math +import os +import subprocess +import fileinput +import re +import matlab.engine +from HelperFunctions import * +from ClassifyMin import * + +import matplotlib.ticker as ticker +# from subprocess import Popen, PIPE +#import sys + +###################### makePlot.py ######################### +# Generalized Plot-Script giving the option to define +# quantity of interest and the parameter it depends on +# to create a plot +# +# Input: Define y & x for "x-y plot" as Strings +# - Run the 'Cell-Problem' for the different Parameter-Points +# (alternatively run 'Compute_MuGamma' if quantity of interest +# is q3=muGamma for a significant Speedup) + +########################################################### + +def format_func(value, tick_number): + # find number of multiples of pi/2 + N = int(np.round(2 * value / np.pi)) + if N == 0: + return "0" + elif N == 1: + return r"$\pi/2$" + elif N == 2: + return r"$\pi$" + elif N % 2 > 0: + return r"${0}\pi/2$".format(N) + else: + return r"${0}\pi$".format(N // 2) + + + + + +def find_nearest(array, value): + array = np.asarray(array) + idx = (np.abs(array - value)).argmin() + return array[idx] + + +def find_nearestIdx(array, value): + array = np.asarray(array) + idx = (np.abs(array - value)).argmin() + return idx + + + +# TODO +# - Fallunterscheidung (Speedup) falls gesuchter value mu_gamma = q3 +# - Also Add option to plot Minimization Output + + +# ----- Setup Paths ----- +# InputFile = "/inputs/cellsolver.parset" +# OutputFile = "/outputs/output.txt" + +InputFile = "/inputs/computeMuGamma.parset" +OutputFile = "/outputs/outputMuGamma.txt" + +# path = os.getcwd() +# InputFilePath = os.getcwd()+InputFile +# OutputFilePath = os.getcwd()+OutputFile +# --------- Run from src folder: +path_parent = os.path.dirname(os.getcwd()) +os.chdir(path_parent) +path = os.getcwd() +print(path) +InputFilePath = os.getcwd()+InputFile +OutputFilePath = os.getcwd()+OutputFile +print("InputFilepath: ", InputFilePath) +print("OutputFilepath: ", OutputFilePath) +print("Path: ", path) + +#--------------------------------------------------------------- + +print('---- Input parameters: -----') +mu1 = 10.0 +# lambda1 = 10.0 +rho1 = 1.0 +alpha = 5.0 +beta = 10.0 +theta = 1.0/4.0 + +lambda1 = 0.0 +gamma = 1.0/4.0 + +gamma = 'infinity' +# gamma = '0' +# gamma = 0.5 + + +print('mu1: ', mu1) +print('rho1: ', rho1) +print('alpha: ', alpha) +print('beta: ', beta) +print('theta: ', theta) +print('gamma:', gamma) +print('----------------------------') + + +# TODO? : Ask User for Input ... +# function = input("Enter value you want to plot (y-value):\n") +# print(f'You entered {function}') +# parameter = input("Enter Parameter this value depends on (x-value) :\n") +# print(f'You entered {parameter}') + +# Add Option to change NumberOfElements used for computation of Cell-Problem + + +# --- Define Quantity of interest: +# Options: 'q1', 'q2', 'q3', 'q12' ,'q21', 'q31', 'q13' , 'q23', 'q32' , 'b1', 'b2' ,'b3' +# TODO: EXTRA (MInimization Output) 'Minimizer (norm?)' 'angle', 'type', 'curvature' +# yName = 'q12' +# # yName = 'b1' +# yName = 'q3' +yName = 'angle' +# yName = 'curvature' + +# --- Define Parameter this function/quantity depends on: +# Options: mu1 ,lambda1, rho1 , alpha, beta, theta, gamma +# xName = 'theta' +# xName = 'gamma' +# xName = 'lambda1' +xName = 'theta' + + +# --- define Interval of x-va1ues: +xmin = 0.01 +xmax = 0.41 + +# xmin = 0.18 #Achtung bei manchen werten von theta ist integration in ComputeMuGama/Cell_problem schlecht! +# xmax = 0.41 # Materialfunktion muss von Gitter aufgelöst werden + # müssen vielfache von (1/2^i) sein wobei i integer + + +# xmin = 0.18 #Achtung bei manchen werten von theta ist integration in ComputeMuGama/Cell_problem schlecht! +# xmax = 0.23 + + + + +# xmin = 0.01 +# xmax = 3.0 +# numPoints = 200 +numPoints = 101 +X_Values = np.linspace(xmin, xmax, num=numPoints) +print(X_Values) + + +Y_Values = [] + + + + + + + + +for theta in X_Values: + + print('Situation of Lemma1.4') + q12 = 0.0 + q1 = (1.0/6.0)*harmonicMean(mu1, beta, theta) + q2 = (1.0/6.0)*arithmeticMean(mu1, beta, theta) + b1 = prestrain_b1(rho1, beta, alpha,theta) + b2 = prestrain_b2(rho1, beta, alpha,theta) + b3 = 0.0 + # if gamma == '0': + # q3 = q2 + # if gamma == 'infinity': + # q3 = q1 + q3 = GetMuGamma(beta,theta,gamma,mu1,rho1,InputFilePath ,OutputFilePath) + + + if yName == 'q1': # TODO: Better use dictionary?... + print('q1 used') + Y_Values.append(q1) + elif yName =='q2': + print('q2 used') + Y_Values.append(q2) + elif yName =='q3': + print('q3 used') + Y_Values.append(q3) + elif yName =='q12': + print('q12 used') + Y_Values.append(q12) + elif yName =='b1': + print('b1 used') + Y_Values.append(b1) + elif yName =='b2': + print('b2 used') + Y_Values.append(b2) + elif yName =='b3': + print('b3 used') + Y_Values.append(b3) + elif yName == 'angle' or yName =='type' or yName =='curvature': + G, angle, Type, curvature = classifyMin_ana(alpha,beta,theta, q3, mu1, rho1) + if yName =='angle': + print('angle used') + Y_Values.append(angle) + if yName =='type': + print('angle used') + Y_Values.append(type) + if yName =='curvature': + print('angle used') + Y_Values.append(curvature) + + +print("(Output) Values of " + yName + ": ", Y_Values) + + +idx = find_nearestIdx(Y_Values, 0) +print(' Idx of value closest to 0', idx) +ValueClose = Y_Values[idx] +print('GammaValue(Idx) with mu_gamma closest to q_3^*', ValueClose) + + + +# Find Indices where the difference between the next one is larger than epsilon... +jump_idx = [] +jump_xValues = [] +jump_yValues = [] +tmp = X_Values[0] +for idx, x in enumerate(X_Values): + print(idx, x) + if idx > 0: + if abs(Y_Values[idx]-Y_Values[idx-1]) > 1: + print('jump candidate') + jump_idx.append(idx) + jump_xValues.append(x) + jump_yValues.append(Y_Values[idx]) + + + + + + + +print("Jump Indices", jump_idx) +print("Jump X-values:", jump_xValues) +print("Jump Y-values:", jump_yValues) + +y_plotValues = [Y_Values[0]] +x_plotValues = [X_Values[0]] +# y_plotValues.extend(jump_yValues) +for i in jump_idx: + y_plotValues.extend([Y_Values[i-1], Y_Values[i]]) + x_plotValues.extend([X_Values[i-1], X_Values[i]]) + + +y_plotValues.append(Y_Values[-1]) +# x_plotValues = [X_Values[0]] +# x_plotValues.extend(jump_xValues) +x_plotValues.append(X_Values[-1]) + + +print("y_plotValues:", y_plotValues) +print("x_plotValues:", x_plotValues) +# Y_Values[np.diff(y) >= 0.5] = np.nan + + +#get values bigger than jump position +# gamma = infty +# x_rest = X_Values[X_Values>x_plotValues[1]] +# Y_Values = np.array(Y_Values) #convert the np array +# y_rest = Y_Values[X_Values>x_plotValues[1]] +# +# +# # gamma = 0 +# x_rest = X_Values[X_Values>x_plotValues[3]] +# Y_Values = np.array(Y_Values) #convert the np array +# y_rest = Y_Values[X_Values>x_plotValues[3]] + +# gamma between +# Y_Values = np.array(Y_Values) #convert the np array +# X_Values = np.array(X_Values) #convert the np array +# +# x_one = X_Values[X_Values>x_plotValues[3]] +# # ax.scatter(X_Values, Y_Values) +# y_rest = Y_Values[X_Values>x_plotValues[3]] +# ax.plot(X_Values[X_Values>0.135], Y_Values[X_Values<0.135]) +# +# +# + + +# y_rest = Y_Values[np.nonzero(X_Values>x_plotValues[1]] +# print('X_Values:', X_Values) +# print('Y_Values:', Y_Values) +# print('x_rest:', x_rest) +# print('y_rest:', y_rest) +# print('np.nonzero(X_Values>x_plotValues[1]', np.nonzero(X_Values>x_plotValues[1]) ) + + +# ---------------- Create Plot ------------------- +plt.figure() + +f,ax=plt.subplots(1) + +# plt.title(r''+ yName + '-Plot') +# plt.plot(X_Values, Y_Values,linewidth=2, '.k') +# plt.plot(X_Values, Y_Values,'.k',markersize=1) +# plt.plot(X_Values, Y_Values,'.',markersize=0.8) + +# plt.plot(X_Values, Y_Values) + +# ax.plot([[0],X_Values[-1]], [Y_Values[0],Y_Values[-1]]) + + + +# Gamma = '0' +# ax.plot([x_plotValues[0],x_plotValues[1]], [y_plotValues[0],y_plotValues[1]] , 'b') +# +# ax.plot([x_plotValues[1],x_plotValues[3]], [y_plotValues[2],y_plotValues[3]] , 'b') +# +# ax.plot(x_rest, y_rest, 'b') + + +# Gamma between + +# x jump values (gamma 0): [0.13606060606060608, 0.21090909090909093] + +# ax.plot([[0,jump_xValues[0]], [0, 0]] , 'b') +# ax.plot([jump_xValues[0],xmin], [y_plotValues[2],y_plotValues[2]] , 'b') + +# ax.plot([[0,0.13606060606060608], [0, 0]] , 'b') +# ax.plot([[0.13606060606060608,xmin], [(math.pi/2),(math.pi/2)]], 'b') + +# jump_xValues[0] + +Y_Values = np.array(Y_Values) #convert the np array +X_Values = np.array(X_Values) #convert the np array + +# leave out jumps: +# ax.scatter(X_Values, Y_Values) +# leave out jumps: +# ax.plot(X_Values[X_Values>jump_xValues[0]], Y_Values[X_Values>jump_xValues[0]] , 'b') +# ax.plot(X_Values[X_Values<jump_xValues[0]], Y_Values[X_Values<jump_xValues[0]], 'b') + + + + + +# ax.plot(X_Values[X_Values>0.136], Y_Values[X_Values>0.136]) +# ax.plot(X_Values[X_Values<0.135], Y_Values[X_Values<0.135]) +ax.scatter(X_Values, Y_Values) +ax.plot(X_Values, Y_Values) + +# plt.plot(x_plotValues, y_plotValues,'.') +# plt.scatter(X_Values, Y_Values, alpha=0.3) +# plt.scatter(X_Values, Y_Values) +# plt.plot(X_Values, Y_Values,'.') +# plt.plot([X_Values[0],X_Values[-1]], [Y_Values[0],Y_Values[-1]]) +# plt.axis([0, 6, 0, 20]) + +plt.xlabel(xName) +plt.ylabel(yName) + +# plt.ylabel('$\kappa$') + +# ax.yaxis.set_major_formatter(ticker.FormatStrFormatter('%g $\pi$')) +# ax.yaxis.set_major_locator(ticker.MultipleLocator(base=0.1)) + +ax.grid(True) +ax.yaxis.set_major_locator(plt.MultipleLocator(np.pi / 2)) +ax.yaxis.set_minor_locator(plt.MultipleLocator(np.pi / 12)) + +ax.yaxis.set_major_formatter(plt.FuncFormatter(format_func)) + +# Plot every other line.. not the jumps... +tmp = 1 +# for idx, x in enumerate(x_plotValues): +# if idx > 0 and tmp == 1: +# # plt.plot([x_plotValues[idx-1],x_plotValues[idx]] ,[y_plotValues[idx-1],y_plotValues[idx]] ) +# ax.plot([x_plotValues[idx-1],x_plotValues[idx]] ,[y_plotValues[idx-1],y_plotValues[idx]] ) +# tmp = 0 +# else: +# tmp = 1 + +# plt.plot([x_plotValues[0],x_plotValues[1]] ,[y_plotValues[0],y_plotValues[1]] ) +# plt.plot([x_plotValues[2],x_plotValues[3]] ,[y_plotValues[2],y_plotValues[3]] ) +# plt.plot([x_plotValues[4],x_plotValues[5]] ,[y_plotValues[4],y_plotValues[5]] ) +# plt.plot([x_plotValues[6],x_plotValues[7]] ,[y_plotValues[6],y_plotValues[7]] ) + + +for x in jump_xValues: + plt.axvline(x,ymin=0, ymax= 1, color = 'g',alpha=0.5, linestyle = 'dashed') + +# plt.axvline(x_plotValues[1],ymin=0, ymax= 1, color = 'g',alpha=0.5, linestyle = 'dashed') + +# plt.axhline(y = 1.90476, color = 'b', linestyle = ':', label='$q_1$') +# plt.axhline(y = 2.08333, color = 'r', linestyle = 'dashed', label='$q_2$') +# plt.legend() +plt.show() +# #--------------------------------------------------------------- diff --git a/src/Plot_CurvatureLemma1.4.py b/src/Plot_CurvatureLemma1.4.py new file mode 100644 index 0000000000000000000000000000000000000000..ea4f16b708ae6a8d89f98dc24d90ce8e57544b46 --- /dev/null +++ b/src/Plot_CurvatureLemma1.4.py @@ -0,0 +1,367 @@ +import numpy as np +import matplotlib.pyplot as plt +import sympy as sym +import math +import os +import subprocess +import fileinput +import re +import matlab.engine +from HelperFunctions import * +from ClassifyMin import * + +import matplotlib.ticker as ticker +# from subprocess import Popen, PIPE +#import sys + +###################### makePlot.py ######################### +# Generalized Plot-Script giving the option to define +# quantity of interest and the parameter it depends on +# to create a plot +# +# Input: Define y & x for "x-y plot" as Strings +# - Run the 'Cell-Problem' for the different Parameter-Points +# (alternatively run 'Compute_MuGamma' if quantity of interest +# is q3=muGamma for a significant Speedup) + +########################################################### + +def format_func(value, tick_number): + # find number of multiples of pi/2 + N = int(np.round(2 * value / np.pi)) + if N == 0: + return "0" + elif N == 1: + return r"$\pi/2$" + elif N == 2: + return r"$\pi$" + elif N % 2 > 0: + return r"${0}\pi/2$".format(N) + else: + return r"${0}\pi$".format(N // 2) + + + + + +def find_nearest(array, value): + array = np.asarray(array) + idx = (np.abs(array - value)).argmin() + return array[idx] + + +def find_nearestIdx(array, value): + array = np.asarray(array) + idx = (np.abs(array - value)).argmin() + return idx + + + +# TODO +# - Fallunterscheidung (Speedup) falls gesuchter value mu_gamma = q3 +# - Also Add option to plot Minimization Output + + +# ----- Setup Paths ----- +InputFile = "/inputs/cellsolver.parset" +OutputFile = "/outputs/output.txt" +# path = os.getcwd() +# InputFilePath = os.getcwd()+InputFile +# OutputFilePath = os.getcwd()+OutputFile +# --------- Run from src folder: +path_parent = os.path.dirname(os.getcwd()) +os.chdir(path_parent) +path = os.getcwd() +print(path) +InputFilePath = os.getcwd()+InputFile +OutputFilePath = os.getcwd()+OutputFile +print("InputFilepath: ", InputFilePath) +print("OutputFilepath: ", OutputFilePath) +print("Path: ", path) + +#--------------------------------------------------------------- + +print('---- Input parameters: -----') +# mu1 = 10.0 +# # lambda1 = 10.0 +rho1 = 1.0 +# alpha = 5.0 +# beta = 10.0 +# theta = 1.0/4.0 + + +mu1 = 10.0 +# lambda1 = 10.0 +# rho1 = 10.0 +alpha = 5.0 +# beta = 2.0 +beta = 10.0 +theta = 1.0/4.0 + +theta = 1.0/2.0 +# theta = 1.0/12.0 + + +lambda1 = 0.0 +gamma = 1.0/4.0 + +gamma = 'infinity' +# gamma = '0' + + +print('mu1: ', mu1) +print('rho1: ', rho1) +print('alpha: ', alpha) +print('beta: ', beta) +print('theta: ', theta) +print('gamma:', gamma) +print('----------------------------') + + +# TODO? : Ask User for Input ... +# function = input("Enter value you want to plot (y-value):\n") +# print(f'You entered {function}') +# parameter = input("Enter Parameter this value depends on (x-value) :\n") +# print(f'You entered {parameter}') + +# Add Option to change NumberOfElements used for computation of Cell-Problem + + +# --- Define Quantity of interest: +# Options: 'q1', 'q2', 'q3', 'q12' ,'q21', 'q31', 'q13' , 'q23', 'q32' , 'b1', 'b2' ,'b3' +# TODO: EXTRA (MInimization Output) 'Minimizer (norm?)' 'angle', 'type', 'curvature' +# yName = 'q12' +# # yName = 'b1' +# yName = 'q3' +yName = 'angle' +yName = 'curvature' + +# --- Define Parameter this function/quantity depends on: +# Options: mu1 ,lambda1, rho1 , alpha, beta, theta, gamma +# xName = 'theta' +# xName = 'gamma' +# xName = 'lambda1' +xName = 'theta' +# xName = 'alpha' + + +# --- define Interval of x-values: +xmin = 0 +xmax = 30 + +# xmin = 0.245 +# xmax = 0.99 +# +# +# xmin = 0.14 +# xmax = 0.19 + +# xmin = 0.01 +# xmax = 3.0 + +xmin = 0.01 +xmax = 0.4 + + + +numPoints = 100 +X_Values = np.linspace(xmin, xmax, num=numPoints) +print(X_Values) + + +Y_Values = [] + + + + + + + +for theta in X_Values: +# for alpha in X_Values: + + print('Situation of Lemma1.4') + q12 = 0.0 + q1 = (1.0/6.0)*harmonicMean(mu1, beta, theta) + q2 = (1.0/6.0)*arithmeticMean(mu1, beta, theta) + b1 = prestrain_b1(rho1, beta, alpha,theta) + b2 = prestrain_b2(rho1, beta, alpha,theta) + b3 = 0.0 + if gamma == '0': + q3 = q2 + if gamma == 'infinity': + q3 = q1 + + if yName == 'q1': # TODO: Better use dictionary?... + print('q1 used') + Y_Values.append(q1) + elif yName =='q2': + print('q2 used') + Y_Values.append(q2) + elif yName =='q3': + print('q3 used') + Y_Values.append(q3) + elif yName =='q12': + print('q12 used') + Y_Values.append(q12) + elif yName =='b1': + print('b1 used') + Y_Values.append(b1) + elif yName =='b2': + print('b2 used') + Y_Values.append(b2) + elif yName =='b3': + print('b3 used') + Y_Values.append(b3) + elif yName == 'angle' or yName =='type' or yName =='curvature': + G, angle, Type, curvature = classifyMin_ana(alpha,beta,theta, q3, mu1, rho1) + if yName =='angle': + print('angle used') + Y_Values.append(angle) + if yName =='type': + print('angle used') + Y_Values.append(type) + if yName =='curvature': + print('angle used') + Y_Values.append(curvature) + + +print("(Output) Values of " + yName + ": ", Y_Values) + + +idx = find_nearestIdx(Y_Values, 0) +print(' Idx of value closest to 0', idx) +ValueClose = Y_Values[idx] +print('GammaValue(Idx) with mu_gamma closest to q_3^*', ValueClose) + + + +# Find Indices where the difference between the next one is larger than epsilon... +jump_idx = [] +jump_xValues = [] +jump_yValues = [] +tmp = X_Values[0] +for idx, x in enumerate(X_Values): + print(idx, x) + if idx > 0: + if abs(Y_Values[idx]-Y_Values[idx-1]) > 1: + print('jump candidate') + jump_idx.append(idx) + jump_xValues.append(x) + jump_yValues.append(Y_Values[idx]) + + + + + + + +print("Jump Indices", jump_idx) +print("Jump X-values:", jump_xValues) +print("Jump Y-values:", jump_yValues) + +y_plotValues = [Y_Values[0]] +x_plotValues = [X_Values[0]] +# y_plotValues.extend(jump_yValues) +for i in jump_idx: + y_plotValues.extend([Y_Values[i-1], Y_Values[i]]) + x_plotValues.extend([X_Values[i-1], X_Values[i]]) + + +y_plotValues.append(Y_Values[-1]) +# x_plotValues = [X_Values[0]] +# x_plotValues.extend(jump_xValues) +x_plotValues.append(X_Values[-1]) + + +print("y_plotValues:", y_plotValues) +print("x_plotValues:", x_plotValues) +# Y_Values[np.diff(y) >= 0.5] = np.nan + + +#get values bigger than jump position +x_rest = X_Values[X_Values>x_plotValues[1]] + +Y_Values = np.array(Y_Values) #convert the np array + +y_rest = Y_Values[X_Values>x_plotValues[1]] +# y_rest = Y_Values[np.nonzero(X_Values>x_plotValues[1]] +print('X_Values:', X_Values) +print('Y_Values:', Y_Values) +print('x_rest:', x_rest) +print('y_rest:', y_rest) +print('np.nonzero(X_Values>x_plotValues[1]', np.nonzero(X_Values>x_plotValues[1]) ) + + +# ---------------- Create Plot ------------------- +plt.figure() + +f,ax=plt.subplots(1) + +# plt.title(r''+ yName + '-Plot') +# plt.plot(X_Values, Y_Values,linewidth=2, '.k') +# plt.plot(X_Values, Y_Values,'.k',markersize=1) +# plt.plot(X_Values, Y_Values,'.',markersize=0.8) + +# plt.plot(X_Values, Y_Values) + +# ax.plot([[0],X_Values[-1]], [Y_Values[0],Y_Values[-1]]) +# ax.plot([x_plotValues[0],x_plotValues[1]], [y_plotValues[0],y_plotValues[1]] , 'b') +# ax.plot(x_rest, y_rest, 'b') + + + +# ax.plot(X_Values, Y_Values) +ax.scatter(X_Values, Y_Values) +# plt.plot(x_plotValues, y_plotValues,'.') +# plt.scatter(X_Values, Y_Values, alpha=0.3) +# plt.scatter(X_Values, Y_Values) +# plt.plot(X_Values, Y_Values,'.') +plt.plot([X_Values[0],X_Values[-1]], [Y_Values[0],Y_Values[-1]]) +# plt.axis([0, 6, 0, 20]) + +plt.xlabel(xName) +# plt.ylabel(yName) + +plt.ylabel('$\kappa$') + +# ax.yaxis.set_major_formatter(ticker.FormatStrFormatter('%g $\pi$')) +# ax.yaxis.set_major_locator(ticker.MultipleLocator(base=0.1)) + + + + +ax.grid(True) + +# # if angle PLOT : +# ax.yaxis.set_major_locator(plt.MultipleLocator(np.pi / 2)) +# ax.yaxis.set_minor_locator(plt.MultipleLocator(np.pi / 12)) +# +# ax.yaxis.set_major_formatter(plt.FuncFormatter(format_func)) +# +# # Plot every other line.. not the jumps... +# tmp = 1 +# for idx, x in enumerate(x_plotValues): +# if idx > 0 and tmp == 1: +# # plt.plot([x_plotValues[idx-1],x_plotValues[idx]] ,[y_plotValues[idx-1],y_plotValues[idx]] ) +# ax.plot([x_plotValues[idx-1],x_plotValues[idx]] ,[y_plotValues[idx-1],y_plotValues[idx]] ,'b') +# tmp = 0 +# else: +# tmp = 1 + +# plt.plot([x_plotValues[0],x_plotValues[1]] ,[y_plotValues[0],y_plotValues[1]] ) +# plt.plot([x_plotValues[2],x_plotValues[3]] ,[y_plotValues[2],y_plotValues[3]] ) +# plt.plot([x_plotValues[4],x_plotValues[5]] ,[y_plotValues[4],y_plotValues[5]] ) +# plt.plot([x_plotValues[6],x_plotValues[7]] ,[y_plotValues[6],y_plotValues[7]] ) + + +for x in jump_xValues: + plt.axvline(x,ymin=0, ymax= 1, color = 'g',alpha=0.5, linestyle = 'dashed') + +# plt.axvline(x_plotValues[1],ymin=0, ymax= 1, color = 'g',alpha=0.5, linestyle = 'dashed') + +# plt.axhline(y = 1.90476, color = 'b', linestyle = ':', label='$q_1$') +# plt.axhline(y = 2.08333, color = 'r', linestyle = 'dashed', label='$q_2$') +# plt.legend() +plt.show() +# #--------------------------------------------------------------- diff --git a/src/Plot_Lemma1.4.py b/src/Plot_Lemma1.4.py new file mode 100644 index 0000000000000000000000000000000000000000..16c12145518e7b4f602337f975d296c681821528 --- /dev/null +++ b/src/Plot_Lemma1.4.py @@ -0,0 +1,349 @@ +import numpy as np +import matplotlib.pyplot as plt +import sympy as sym +import math +import os +import subprocess +import fileinput +import re +import matlab.engine +from HelperFunctions import * +from ClassifyMin import * + +import matplotlib.ticker as ticker +# from subprocess import Popen, PIPE +#import sys + +###################### makePlot.py ######################### +# Generalized Plot-Script giving the option to define +# quantity of interest and the parameter it depends on +# to create a plot +# +# Input: Define y & x for "x-y plot" as Strings +# - Run the 'Cell-Problem' for the different Parameter-Points +# (alternatively run 'Compute_MuGamma' if quantity of interest +# is q3=muGamma for a significant Speedup) + +########################################################### + +def format_func(value, tick_number): + # find number of multiples of pi/2 + N = int(np.round(2 * value / np.pi)) + if N == 0: + return "0" + elif N == 1: + return r"$\pi/2$" + elif N == 2: + return r"$\pi$" + elif N % 2 > 0: + return r"${0}\pi/2$".format(N) + else: + return r"${0}\pi$".format(N // 2) + + + + + +def find_nearest(array, value): + array = np.asarray(array) + idx = (np.abs(array - value)).argmin() + return array[idx] + + +def find_nearestIdx(array, value): + array = np.asarray(array) + idx = (np.abs(array - value)).argmin() + return idx + + + +# TODO +# - Fallunterscheidung (Speedup) falls gesuchter value mu_gamma = q3 +# - Also Add option to plot Minimization Output + + +# ----- Setup Paths ----- +InputFile = "/inputs/cellsolver.parset" +OutputFile = "/outputs/output.txt" +# path = os.getcwd() +# InputFilePath = os.getcwd()+InputFile +# OutputFilePath = os.getcwd()+OutputFile +# --------- Run from src folder: +path_parent = os.path.dirname(os.getcwd()) +os.chdir(path_parent) +path = os.getcwd() +print(path) +InputFilePath = os.getcwd()+InputFile +OutputFilePath = os.getcwd()+OutputFile +print("InputFilepath: ", InputFilePath) +print("OutputFilepath: ", OutputFilePath) +print("Path: ", path) + +#--------------------------------------------------------------- + +print('---- Input parameters: -----') +# mu1 = 10.0 +# # lambda1 = 10.0 +# rho1 = 1.0 +# alpha = 5.0 +# beta = 10.0 +# theta = 1.0/4.0 + + +mu1 = 10.0 +# lambda1 = 10.0 +rho1 = 1.0 +alpha = 5.0 +beta = 2.0 +theta = 1.0/4.0 +# theta = 1.0/12.0 + + +lambda1 = 0.0 +gamma = 1.0/4.0 + +gamma = 'infinity' +gamma = '0' + + +print('mu1: ', mu1) +print('rho1: ', rho1) +print('alpha: ', alpha) +print('beta: ', beta) +print('theta: ', theta) +print('gamma:', gamma) +print('----------------------------') + + +# TODO? : Ask User for Input ... +# function = input("Enter value you want to plot (y-value):\n") +# print(f'You entered {function}') +# parameter = input("Enter Parameter this value depends on (x-value) :\n") +# print(f'You entered {parameter}') + +# Add Option to change NumberOfElements used for computation of Cell-Problem + + +# --- Define Quantity of interest: +# Options: 'q1', 'q2', 'q3', 'q12' ,'q21', 'q31', 'q13' , 'q23', 'q32' , 'b1', 'b2' ,'b3' +# TODO: EXTRA (MInimization Output) 'Minimizer (norm?)' 'angle', 'type', 'curvature' +# yName = 'q12' +# # yName = 'b1' +# yName = 'q3' +yName = 'angle' +# yName = 'curvature' + +# --- Define Parameter this function/quantity depends on: +# Options: mu1 ,lambda1, rho1 , alpha, beta, theta, gamma +# xName = 'theta' +# xName = 'gamma' +# xName = 'lambda1' +xName = 'theta' +xName = 'alpha' + + +# --- define Interval of x-values: +xmin = 2 +xmax = 6 + +# xmin = 0.245 +# xmax = 0.99 + +# xmin = 0.01 +# xmax = 3.0 +numPoints = 400 +X_Values = np.linspace(xmin, xmax, num=numPoints) +print(X_Values) + + +Y_Values = [] + + + + + + + +# for theta in X_Values: +for alpha in X_Values: + + print('Situation of Lemma1.4') + q12 = 0.0 + q1 = (1.0/6.0)*harmonicMean(mu1, beta, theta) + q2 = (1.0/6.0)*arithmeticMean(mu1, beta, theta) + b1 = prestrain_b1(rho1, beta, alpha,theta) + b2 = prestrain_b2(rho1, beta, alpha,theta) + b3 = 0.0 + if gamma == '0': + q3 = q2 + if gamma == 'infinity': + q3 = q1 + + if yName == 'q1': # TODO: Better use dictionary?... + print('q1 used') + Y_Values.append(q1) + elif yName =='q2': + print('q2 used') + Y_Values.append(q2) + elif yName =='q3': + print('q3 used') + Y_Values.append(q3) + elif yName =='q12': + print('q12 used') + Y_Values.append(q12) + elif yName =='b1': + print('b1 used') + Y_Values.append(b1) + elif yName =='b2': + print('b2 used') + Y_Values.append(b2) + elif yName =='b3': + print('b3 used') + Y_Values.append(b3) + elif yName == 'angle' or yName =='type' or yName =='curvature': + G, angle, Type, curvature = classifyMin_ana(alpha,beta,theta, q3, mu1, rho1) + if yName =='angle': + print('angle used') + Y_Values.append(angle) + if yName =='type': + print('angle used') + Y_Values.append(type) + if yName =='curvature': + print('angle used') + Y_Values.append(curvature) + + +print("(Output) Values of " + yName + ": ", Y_Values) + + +idx = find_nearestIdx(Y_Values, 0) +print(' Idx of value closest to 0', idx) +ValueClose = Y_Values[idx] +print('GammaValue(Idx) with mu_gamma closest to q_3^*', ValueClose) + + + +# Find Indices where the difference between the next one is larger than epsilon... +jump_idx = [] +jump_xValues = [] +jump_yValues = [] +tmp = X_Values[0] +for idx, x in enumerate(X_Values): + print(idx, x) + if idx > 0: + if abs(Y_Values[idx]-Y_Values[idx-1]) > 1: + print('jump candidate') + jump_idx.append(idx) + jump_xValues.append(x) + jump_yValues.append(Y_Values[idx]) + + + + + + + +print("Jump Indices", jump_idx) +print("Jump X-values:", jump_xValues) +print("Jump Y-values:", jump_yValues) + +y_plotValues = [Y_Values[0]] +x_plotValues = [X_Values[0]] +# y_plotValues.extend(jump_yValues) +for i in jump_idx: + y_plotValues.extend([Y_Values[i-1], Y_Values[i]]) + x_plotValues.extend([X_Values[i-1], X_Values[i]]) + + +y_plotValues.append(Y_Values[-1]) +# x_plotValues = [X_Values[0]] +# x_plotValues.extend(jump_xValues) +x_plotValues.append(X_Values[-1]) + + +print("y_plotValues:", y_plotValues) +print("x_plotValues:", x_plotValues) +# Y_Values[np.diff(y) >= 0.5] = np.nan + + +#get values bigger than jump position +x_rest = X_Values[X_Values>x_plotValues[1]] + +Y_Values = np.array(Y_Values) #convert the np array + +y_rest = Y_Values[X_Values>x_plotValues[1]] +# y_rest = Y_Values[np.nonzero(X_Values>x_plotValues[1]] +print('X_Values:', X_Values) +print('Y_Values:', Y_Values) +print('x_rest:', x_rest) +print('y_rest:', y_rest) +print('np.nonzero(X_Values>x_plotValues[1]', np.nonzero(X_Values>x_plotValues[1]) ) + + +# ---------------- Create Plot ------------------- +plt.figure() + +f,ax=plt.subplots(1) + +# plt.title(r''+ yName + '-Plot') +# plt.plot(X_Values, Y_Values,linewidth=2, '.k') +# plt.plot(X_Values, Y_Values,'.k',markersize=1) +# plt.plot(X_Values, Y_Values,'.',markersize=0.8) + +# plt.plot(X_Values, Y_Values) + +# ax.plot([[0],X_Values[-1]], [Y_Values[0],Y_Values[-1]]) +# ax.plot([x_plotValues[0],x_plotValues[1]], [y_plotValues[0],y_plotValues[1]] , 'b') +# ax.plot(x_rest, y_rest, 'b') + + + +ax.plot(X_Values, Y_Values) + +# plt.plot(x_plotValues, y_plotValues,'.') +# plt.scatter(X_Values, Y_Values, alpha=0.3) +# plt.scatter(X_Values, Y_Values) +# plt.plot(X_Values, Y_Values,'.') +# plt.plot([X_Values[0],X_Values[-1]], [Y_Values[0],Y_Values[-1]]) +# plt.axis([0, 6, 0, 20]) + +plt.xlabel(xName) +plt.ylabel(yName) + +# plt.ylabel('$\kappa$') + +# ax.yaxis.set_major_formatter(ticker.FormatStrFormatter('%g $\pi$')) +# ax.yaxis.set_major_locator(ticker.MultipleLocator(base=0.1)) + +ax.grid(True) +ax.yaxis.set_major_locator(plt.MultipleLocator(np.pi / 2)) +ax.yaxis.set_minor_locator(plt.MultipleLocator(np.pi / 12)) + +ax.yaxis.set_major_formatter(plt.FuncFormatter(format_func)) + +# Plot every other line.. not the jumps... +tmp = 1 +# for idx, x in enumerate(x_plotValues): +# if idx > 0 and tmp == 1: +# # plt.plot([x_plotValues[idx-1],x_plotValues[idx]] ,[y_plotValues[idx-1],y_plotValues[idx]] ) +# ax.plot([x_plotValues[idx-1],x_plotValues[idx]] ,[y_plotValues[idx-1],y_plotValues[idx]] ) +# tmp = 0 +# else: +# tmp = 1 + +# plt.plot([x_plotValues[0],x_plotValues[1]] ,[y_plotValues[0],y_plotValues[1]] ) +# plt.plot([x_plotValues[2],x_plotValues[3]] ,[y_plotValues[2],y_plotValues[3]] ) +# plt.plot([x_plotValues[4],x_plotValues[5]] ,[y_plotValues[4],y_plotValues[5]] ) +# plt.plot([x_plotValues[6],x_plotValues[7]] ,[y_plotValues[6],y_plotValues[7]] ) + + +for x in jump_xValues: + plt.axvline(x,ymin=0, ymax= 1, color = 'g',alpha=0.5, linestyle = 'dashed') + +# plt.axvline(x_plotValues[1],ymin=0, ymax= 1, color = 'g',alpha=0.5, linestyle = 'dashed') + +# plt.axhline(y = 1.90476, color = 'b', linestyle = ':', label='$q_1$') +# plt.axhline(y = 2.08333, color = 'r', linestyle = 'dashed', label='$q_2$') +# plt.legend() +plt.show() +# #--------------------------------------------------------------- diff --git a/src/Plot_MinVec.py b/src/Plot_MinVec.py new file mode 100644 index 0000000000000000000000000000000000000000..8a37ee21d00bdabcc1519311f624e44b39067cfb --- /dev/null +++ b/src/Plot_MinVec.py @@ -0,0 +1,548 @@ +import numpy as np +import matplotlib.pyplot as plt +import sympy as sym +import math +import os +import subprocess +import fileinput +import re +import matlab.engine +from HelperFunctions import * +from ClassifyMinVec import * +import matplotlib.cm as cm +from matplotlib.colors import Normalize + +import matplotlib.ticker as ticker +# from subprocess import Popen, PIPE +#import sys + +###################### makePlot.py ######################### +# Generalized Plot-Script giving the option to define +# quantity of interest and the parameter it depends on +# to create a plot +# +# Input: Define y & x for "x-y plot" as Strings +# - Run the 'Cell-Problem' for the different Parameter-Points +# (alternatively run 'Compute_MuGamma' if quantity of interest +# is q3=muGamma for a significant Speedup) + +########################################################### + +def format_func(value, tick_number): + # find number of multiples of pi/2 + N = int(np.round(2 * value / np.pi)) + if N == 0: + return "0" + elif N == 1: + return r"$\pi/2$" + elif N == 2: + return r"$\pi$" + elif N % 2 > 0: + return r"${0}\pi/2$".format(N) + else: + return r"${0}\pi$".format(N // 2) + + + + + +def find_nearest(array, value): + array = np.asarray(array) + idx = (np.abs(array - value)).argmin() + return array[idx] + + +def find_nearestIdx(array, value): + array = np.asarray(array) + idx = (np.abs(array - value)).argmin() + return idx + + + +# TODO +# - Fallunterscheidung (Speedup) falls gesuchter value mu_gamma = q3 +# - Also Add option to plot Minimization Output + + +# ----- Setup Paths ----- +InputFile = "/inputs/cellsolver.parset" +OutputFile = "/outputs/output.txt" +# path = os.getcwd() +# InputFilePath = os.getcwd()+InputFile +# OutputFilePath = os.getcwd()+OutputFile +# --------- Run from src folder: +path_parent = os.path.dirname(os.getcwd()) +os.chdir(path_parent) +path = os.getcwd() +print(path) +InputFilePath = os.getcwd()+InputFile +OutputFilePath = os.getcwd()+OutputFile +print("InputFilepath: ", InputFilePath) +print("OutputFilepath: ", OutputFilePath) +print("Path: ", path) + +#--------------------------------------------------------------- + +print('---- Input parameters: -----') +# mu1 = 10.0 +# # lambda1 = 10.0 +rho1 = 1.0 +# alpha = 5.0 +# beta = 10.0 +# theta = 1.0/4.0 + + +mu1 = 10.0 +# lambda1 = 10.0 +# rho1 = 10.0 +alpha = 5.0 +# beta = 2.0 +beta = 10.0 +theta = 1.0/4.0 + +theta = 1.0/2.0 +# theta = 1.0/12.0 + + +lambda1 = 0.0 +gamma = 1.0/4.0 + +gamma = 'infinity' +# gamma = '0' + + +print('mu1: ', mu1) +print('rho1: ', rho1) +print('alpha: ', alpha) +print('beta: ', beta) +print('theta: ', theta) +print('gamma:', gamma) +print('----------------------------') + + +# TODO? : Ask User for Input ... +# function = input("Enter value you want to plot (y-value):\n") +# print(f'You entered {function}') +# parameter = input("Enter Parameter this value depends on (x-value) :\n") +# print(f'You entered {parameter}') + +# Add Option to change NumberOfElements used for computation of Cell-Problem + + +# --- Define Quantity of interest: +# Options: 'q1', 'q2', 'q3', 'q12' ,'q21', 'q31', 'q13' , 'q23', 'q32' , 'b1', 'b2' ,'b3' +# TODO: EXTRA (MInimization Output) 'Minimizer (norm?)' 'angle', 'type', 'curvature' +# yName = 'q12' +# # yName = 'b1' +# yName = 'q3' +yName = 'angle' +yName = 'curvature' +yName = 'MinVec' + +# --- Define Parameter this function/quantity depends on: +# Options: mu1 ,lambda1, rho1 , alpha, beta, theta, gamma +# xName = 'theta' +# xName = 'gamma' +# xName = 'lambda1' +xName = 'theta' +# xName = 'alpha' + + +# --- define Interval of x-values: +xmin = 0 +xmax = 30 + +# xmin = 0.245 +# xmax = 0.99 +# +# +# xmin = 0.14 +# xmax = 0.19 + +# xmin = 0.01 +# xmax = 3.0 + +xmin = 0.125 +xmax = 0.250 + +xmin = 0.05 +xmax = 0.3 + +xmin = 0.15 +xmax = 0.3 + +xmin = 0.193 +xmax = 0.24 + +xmin=0.05 +xmax=0.4 + +numPoints =100 +X_Values = np.linspace(xmin, xmax, num=numPoints) +print('X_values:', X_Values) + + +Y_Values = [] +Angle_Values = [] + + + + + + +for theta in X_Values: +# for alpha in X_Values: + + print('Situation of Lemma1.4') + q12 = 0.0 + q1 = (1.0/6.0)*harmonicMean(mu1, beta, theta) + q2 = (1.0/6.0)*arithmeticMean(mu1, beta, theta) + b1 = prestrain_b1(rho1, beta, alpha,theta) + b2 = prestrain_b2(rho1, beta, alpha,theta) + b3 = 0.0 + if gamma == '0': + q3 = q2 + if gamma == 'infinity': + q3 = q1 + + if yName == 'q1': # TODO: Better use dictionary?... + print('q1 used') + Y_Values.append(q1) + elif yName =='q2': + print('q2 used') + Y_Values.append(q2) + elif yName =='q3': + print('q3 used') + Y_Values.append(q3) + elif yName =='q12': + print('q12 used') + Y_Values.append(q12) + elif yName =='b1': + print('b1 used') + Y_Values.append(b1) + elif yName =='b2': + print('b2 used') + Y_Values.append(b2) + elif yName =='b3': + print('b3 used') + Y_Values.append(b3) + elif yName == 'angle' or yName =='type' or yName =='curvature' or yName =='MinVec': + G, angle, Type, curvature = classifyMin_ana(alpha,beta,theta, q3, mu1, rho1) + if yName =='angle': + print('angle used') + Y_Values.append(angle) + if yName =='type': + print('angle used') + Y_Values.append(type) + if yName =='curvature': + print('angle used') + Y_Values.append(curvature) + if yName =='MinVec': + print('Minvec used') + Y_Values.append(G) + Angle_Values.append(angle) + + +print("(Output) Values of " + yName + ": ", Y_Values) + + +# idx = find_nearestIdx(Y_Values, 0) +# print(' Idx of value closest to 0', idx) +# ValueClose = Y_Values[idx] +# print('GammaValue(Idx) with mu_gamma closest to q_3^*', ValueClose) +# +# +# +# # Find Indices where the difference between the next one is larger than epsilon... +# jump_idx = [] +# jump_xValues = [] +# jump_yValues = [] +# tmp = X_Values[0] +# for idx, x in enumerate(X_Values): +# print(idx, x) +# if idx > 0: +# if abs(Y_Values[idx]-Y_Values[idx-1]) > 1: +# print('jump candidate') +# jump_idx.append(idx) +# jump_xValues.append(x) +# jump_yValues.append(Y_Values[idx]) +# + + + + +# +# +# print("Jump Indices", jump_idx) +# print("Jump X-values:", jump_xValues) +# print("Jump Y-values:", jump_yValues) +# +# y_plotValues = [Y_Values[0]] +# x_plotValues = [X_Values[0]] +# # y_plotValues.extend(jump_yValues) +# for i in jump_idx: +# y_plotValues.extend([Y_Values[i-1], Y_Values[i]]) +# x_plotValues.extend([X_Values[i-1], X_Values[i]]) +# +# +# y_plotValues.append(Y_Values[-1]) +# # x_plotValues = [X_Values[0]] +# # x_plotValues.extend(jump_xValues) +# x_plotValues.append(X_Values[-1]) +# +# +# print("y_plotValues:", y_plotValues) +# print("x_plotValues:", x_plotValues) +# # Y_Values[np.diff(y) >= 0.5] = np.nan + +# +# #get values bigger than jump position +# x_rest = X_Values[X_Values>x_plotValues[1]] +# +# Y_Values = np.array(Y_Values) #convert the np array +# +# y_rest = Y_Values[X_Values>x_plotValues[1]] +# # y_rest = Y_Values[np.nonzero(X_Values>x_plotValues[1]] +# print('X_Values:', X_Values) +# print('Y_Values:', Y_Values) +# print('x_rest:', x_rest) +# print('y_rest:', y_rest) +# print('np.nonzero(X_Values>x_plotValues[1]', np.nonzero(X_Values>x_plotValues[1]) ) + + +# ---------------- Create Plot ------------------- +plt.figure() + +f,ax=plt.subplots(1) + +# plt.title(r''+ yName + '-Plot') +# plt.plot(X_Values, Y_Values,linewidth=2, '.k') +# plt.plot(X_Values, Y_Values,'.k',markersize=1) +# plt.plot(X_Values, Y_Values,'.',markersize=0.8) + +# plt.plot(X_Values, Y_Values) + +# ax.plot([[0],X_Values[-1]], [Y_Values[0],Y_Values[-1]]) +# ax.plot([x_plotValues[0],x_plotValues[1]], [y_plotValues[0],y_plotValues[1]] , 'b') +# ax.plot(x_rest, y_rest, 'b') + + #Define jump +JumpVal = 0.19 +X_Values = np.array(X_Values) +Y_Values = np.array(Y_Values) +Angle_Values = np.array(Angle_Values) +X_one = X_Values[X_Values<0.19] +Y_one = Y_Values[X_Values<0.19] +Angle_one=Angle_Values[X_Values<0.19] +X_two = X_Values[X_Values>=0.19] +Y_two = Y_Values[X_Values>=0.19] +Angle_two=Angle_Values[X_Values>=0.19] + +X_Values = X_two +Y_Values = Y_two +Angle_Values = Angle_two +print('X_one:', X_Values) + + +color=['r','b','g'] +cmap = cm.get_cmap(name='rainbow') +Y_arr = np.asarray(Y_Values, dtype=float) +Angle_arr = np.asarray(Angle_Values, dtype=float) +X_Values = np.asarray(X_Values, dtype=float) + +Y_one = np.asarray(Y_one, dtype=float) +Angle_one = np.asarray(Angle_one, dtype=float) +X_one = np.asarray(X_one, dtype=float) + + +print('X_Values:', X_Values) +print('Y_arr:', Y_arr) +print('Angle_arr:', Angle_arr) + + + + +# Or = np.zeros_like(Y_arr) +Or_tmp = np.ones_like(X_Values) + +# Or = np.concatenate(([X_Values],[Or_tmp]) ,axis=1) +# Or = np.array([X_Values,Or_tmp]) + +print('np.transpose(X_Values)', np.transpose(X_Values)) +print('X_Values.shape', X_Values.shape[0] ) +print('reshape X_Values', X_Values.reshape(X_Values.shape[0],1).shape) + +print('ones.', np.ones((5,1),dtype=float)) + + + + + +# Or = np.hstack([np.transpose(X_Values),np.transpose(Or_tmp)]) +# Or = np.hstack((X_Values,np.ones((X_Values.shape[0],1), dtype=X_Values.dtype))) +X_Values= X_Values.reshape(X_Values.shape[0],1) +X_one= X_one.reshape(X_one.shape[0],1) + +Or_one = np.hstack((X_one,np.zeros((X_one.shape[0],1),dtype=float))) +Or = np.hstack((X_Values,np.zeros((X_Values.shape[0],1),dtype=float))) +print('Or:', Or) + +# ----------------------------------------------------------------------------- + +#normalize +sum_of_rows = Y_arr.sum(axis=1) +Y_arrN = Y_arr / sum_of_rows[:,np.newaxis] +# Y_arrN = Y_arr / np.sqrt(np.sum(Y_arr**2)) +print('normalized Y_arrN:', Y_arrN) + +plt.grid(b=True, which='major') + + +# plt.quiver([Or[:,0], Or[:,1]] , Y_arrN[:,0], Y_arrN[:,1]) +print(Or[:,1]) +print(Or[:,0]) +print(Y_arrN[:,0]) + +norm = Normalize() +norm.autoscale(Angle_arr) +colormap = cm.RdBu + + + + + + + +# Plot only every second one +skip = (slice(None,None,2)) +skip = (slice(None,None,2)) + +# Q = ax.quiver(Or[:,0][skip], Or[:,1][skip] , Y_arrN[:,0][skip], Y_arrN[:,1][skip], color = colormap(norm(Angle_arr)), angles='xy', scale=5, units='xy', alpha=0.8, +# headwidth=2) +Q_2 = ax.quiver(Or[:,0][skip], Or[:,1][skip] , Y_arrN[:,0][skip], Y_arrN[:,1][skip], color = colormap(norm(Angle_arr)), angles='xy', scale=5, units='xy', alpha=0.8, +headwidth=2) + +Q = ax.quiver(Or[:,0], Or[:,1] , Y_arrN[:,0], Y_arrN[:,1], color = colormap(norm(Angle_arr)), angles='xy', scale=8, units='xy', alpha=0.8, +headwidth=2) + +# f.colorbar(Q,extend='max') + + + +# ax.quiver(Or[:,0], Or[:,1] , Y_arrN[:,0], Y_arrN[:,1], scale=5, units='xy') +# ax.quiver(Or[:,0], Or[:,1] , Y_arrN[:,0], Y_arrN[:,1], Angle_arr, angles='xy', scale=5, units='xy') +# ax.quiver(Or[:,0], Or[:,1] , Y_arrN[:,0], Y_arrN[:,1], color = colormap(norm(Angle_arr)), angles='xy', scale=15, units='xy') +# ax.quiver(Or[:,0], Or[:,1] , Y_arrN[:,0], Y_arrN[:,1], color = colormap(norm(Angle_arr)), angles='xy', scale=5, units='xy', alpha=0.8, +# headwidth=2) +ax.scatter(Or[:,0], Or[:,1], c='black', s=10) + +# ax.set_aspect('equal') +# ax.set_aspect('auto') +# ax.axis([0.1,0.4 , -0.1, 0.75]) +# plt.quiver(Or[:,0], Or[:,1] , Y_arrN[:,0], Y_arrN[:,1], scale=1) + +# ax.set_xlim((0.1, X_Values[:,0].max())) +# ax.set_ylim((-0.1, Y_arrN[:,1].max())) + + +ax.set_xlim((0.1, X_Values[:,0].max()+0.2)) +ax.set_ylim((-0.1, 0.2 )) +# ax.tick_params(labelleft = False) + + +plt.show() +# plt.quiver(Or , Y_arrN[:,0], Y_arrN[:,1]) + + + + +for i, y in enumerate(Y_Values): + maxes = 1.1*np.amax(abs(Y_Values[i]), axis = 0) + tmp = Y_Values[i] + print('tmp:', tmp) + + tmp_normalized = tmp / np.sqrt(np.sum(tmp**2)) + print('tmp_normalized:', tmp_normalized) + # origin = np.array([[0, 0, 0],[0, 0, 0]]) # origin point + origin = np.array([X_Values[i], 1]) + # origin = np.array([0,0]) + print('origin:', origin) + plt.scatter(origin[0],origin[1]) + # plt.plot(origin, 'ok') + # plt.axis('equal') + # plt.axis('auto') + plt.xlim([-0.1, 0.4]) + plt.ylim([0, 4]) + # plt.xlim([-maxes[0], maxes[0]]) + # plt.ylim([-maxes[1], maxes[1]]) +# plt.quiver(*origin, tmp[0], tmp[1], headlength=4) + # plt.axes().arrow(*origin, tmp[0], tmp[1],head_width=0.05, head_length = 0.1, color = color[1]) + # plt.arrow(*origin, tmp[0], tmp[1],head_width=0.05, head_length = 0.1, color = color[1]) + # plt.arrow(*origin, tmp_normalized[0], tmp_normalized[1], color = color[1]) + # plt.arrow(*origin, tmp_normalized[0], tmp_normalized[1], head_width=0.05, head_length = 0.1, color = color[1]) + plt.arrow(*origin, tmp_normalized[0], tmp_normalized[1], head_width=0.05, head_length = 0.1, color = cmap(i)) + plt.grid(b=True, which='major') +# plt.quiver(*origin, test[0], test[1], color=['r','b','g'], scale=21) +# plt.quiver(*origin, Y_Values[0][:,0], Y_Values[0][:,1], color=['r','b','g'], scale=21) +# plt.quiver(*origin, Y_Values[:,0], V[:,1], color=['r','b','g'], scale=21) +# plt.quiver(*origin, Y_Values[:,0], V[:,1], color=['r','b','g'], scale=21) + + + + + +plt.show() +# ax.plot(X_Values, Y_Values) +# ax.scatter(X_Values, Y_Values) +# plt.plot(x_plotValues, y_plotValues,'.') +# plt.scatter(X_Values, Y_Values, alpha=0.3) +# plt.scatter(X_Values, Y_Values) +# plt.plot(X_Values, Y_Values,'.') +# plt.plot([X_Values[0],X_Values[-1]], [Y_Values[0],Y_Values[-1]]) +# plt.axis([0, 6, 0, 20]) + +plt.xlabel(xName) +# plt.ylabel(yName) + +plt.ylabel('$\kappa$') + +# ax.yaxis.set_major_formatter(ticker.FormatStrFormatter('%g $\pi$')) +# ax.yaxis.set_major_locator(ticker.MultipleLocator(base=0.1)) + + + + +ax.grid(True) + +# # if angle PLOT : +# ax.yaxis.set_major_locator(plt.MultipleLocator(np.pi / 2)) +# ax.yaxis.set_minor_locator(plt.MultipleLocator(np.pi / 12)) +# +# ax.yaxis.set_major_formatter(plt.FuncFormatter(format_func)) +# +# # Plot every other line.. not the jumps... +# tmp = 1 +# for idx, x in enumerate(x_plotValues): +# if idx > 0 and tmp == 1: +# # plt.plot([x_plotValues[idx-1],x_plotValues[idx]] ,[y_plotValues[idx-1],y_plotValues[idx]] ) +# ax.plot([x_plotValues[idx-1],x_plotValues[idx]] ,[y_plotValues[idx-1],y_plotValues[idx]] ,'b') +# tmp = 0 +# else: +# tmp = 1 + +# plt.plot([x_plotValues[0],x_plotValues[1]] ,[y_plotValues[0],y_plotValues[1]] ) +# plt.plot([x_plotValues[2],x_plotValues[3]] ,[y_plotValues[2],y_plotValues[3]] ) +# plt.plot([x_plotValues[4],x_plotValues[5]] ,[y_plotValues[4],y_plotValues[5]] ) +# plt.plot([x_plotValues[6],x_plotValues[7]] ,[y_plotValues[6],y_plotValues[7]] ) + +# +# for x in jump_xValues: +# plt.axvline(x,ymin=0, ymax= 1, color = 'g',alpha=0.5, linestyle = 'dashed') + +# plt.axvline(x_plotValues[1],ymin=0, ymax= 1, color = 'g',alpha=0.5, linestyle = 'dashed') + +# plt.axhline(y = 1.90476, color = 'b', linestyle = ':', label='$q_1$') +# plt.axhline(y = 2.08333, color = 'r', linestyle = 'dashed', label='$q_2$') +# plt.legend() +# plt.show() +# #--------------------------------------------------------------- diff --git a/src/Plot_Prestrain_Lemma1.4.py b/src/Plot_Prestrain_Lemma1.4.py new file mode 100644 index 0000000000000000000000000000000000000000..b8e051d2572ef7e1cec341458fb3410bdd2c25c3 --- /dev/null +++ b/src/Plot_Prestrain_Lemma1.4.py @@ -0,0 +1,500 @@ +import numpy as np +import matplotlib.pyplot as plt +import sympy as sym +import math +import os +import subprocess +import fileinput +import re +import matlab.engine +from HelperFunctions import * +from ClassifyMin import * +# from mpl_toolkits.mplot3d import axes3d +from mpl_toolkits import mplot3d + +import matplotlib.ticker as ticker +# from subprocess import Popen, PIPE +#import sys + +###################### makePlot.py ######################### +# Generalized Plot-Script giving the option to define +# quantity of interest and the parameter it depends on +# to create a plot +# +# Input: Define y & x for "x-y plot" as Strings +# - Run the 'Cell-Problem' for the different Parameter-Points +# (alternatively run 'Compute_MuGamma' if quantity of interest +# is q3=muGamma for a significant Speedup) + +########################################################### + +def format_func(value, tick_number): + # find number of multiples of pi/2 + N = int(np.round(2 * value / np.pi)) + if N == 0: + return "0" + elif N == 1: + return r"$\pi/2$" + elif N == 2: + return r"$\pi$" + elif N % 2 > 0: + return r"${0}\pi/2$".format(N) + else: + return r"${0}\pi$".format(N // 2) + + + + + +def find_nearest(array, value): + array = np.asarray(array) + idx = (np.abs(array - value)).argmin() + return array[idx] + + +def find_nearestIdx(array, value): + array = np.asarray(array) + idx = (np.abs(array - value)).argmin() + return idx + + + +# TODO +# - Fallunterscheidung (Speedup) falls gesuchter value mu_gamma = q3 +# - Also Add option to plot Minimization Output + + +# ----- Setup Paths ----- +InputFile = "/inputs/cellsolver.parset" +OutputFile = "/outputs/output.txt" +# path = os.getcwd() +# InputFilePath = os.getcwd()+InputFile +# OutputFilePath = os.getcwd()+OutputFile +# --------- Run from src folder: +path_parent = os.path.dirname(os.getcwd()) +os.chdir(path_parent) +path = os.getcwd() +print(path) +InputFilePath = os.getcwd()+InputFile +OutputFilePath = os.getcwd()+OutputFile +print("InputFilepath: ", InputFilePath) +print("OutputFilepath: ", OutputFilePath) +print("Path: ", path) + +#--------------------------------------------------------------- + +print('---- Input parameters: -----') +# mu1 = 10.0 +# # lambda1 = 10.0 +# rho1 = 1.0 +# alpha = 5.0 +# beta = 10.0 +# theta = 1.0/4.0 + + +mu1 = 10.0 +# lambda1 = 10.0 +rho1 = 1.0 +alpha = 5.0 +beta = 2.0 +theta = 1.0/4.0 +# theta = 1.0/12.0 + + +lambda1 = 0.0 +gamma = 1.0/4.0 + +gamma = 'infinity' +gamma = '0' + + +print('mu1: ', mu1) +print('rho1: ', rho1) +print('alpha: ', alpha) +print('beta: ', beta) +print('theta: ', theta) +print('gamma:', gamma) +print('----------------------------') + + + +# TODO? : Ask User for Input ... +# function = input("Enter value you want to plot (y-value):\n") +# print(f'You entered {function}') +# parameter = input("Enter Parameter this value depends on (x-value) :\n") +# print(f'You entered {parameter}') + +# Add Option to change NumberOfElements used for computation of Cell-Problem + + +# --- Define Quantity of interest: +# Options: 'q1', 'q2', 'q3', 'q12' ,'q21', 'q31', 'q13' , 'q23', 'q32' , 'b1', 'b2' ,'b3' +# TODO: EXTRA (MInimization Output) 'Minimizer (norm?)' 'angle', 'type', 'curvature' +# yName = 'q12' +# # yName = 'b1' +# yName = 'q3' +yName = 'angle' +# yName = 'curvature' + + +xName = 'theta' +xName = 'alpha' + + +# --- define Interval of x-values: +xmin = 2 +xmax = 6 + + +numPoints = 400 +X_Values = np.linspace(xmin, xmax, num=numPoints) +print(X_Values) + + +Y_Values = [] + +SamplePoints_2D = 20 + +prestrain_b1Vec = np.vectorize(prestrain_b1) +prestrain_b2Vec = np.vectorize(prestrain_b2) + + +alphas_ = np.linspace(-20, 20, SamplePoints_2D) +thetas_ = np.linspace(0.01,0.99,SamplePoints_2D) +#fix to one value: +betas_ = 2.0; +alphas, betas, thetas = np.meshgrid(alphas_, betas_, thetas_, indexing='ij') + +B1 = prestrain_b1Vec(rho1, betas, alphas, thetas) +B2 = prestrain_b2Vec(rho1, betas, alphas, thetas) +print('B1:', B1) + +B1 = np.array(B1) #convert the np array +B2 = np.array(B2) + + + +f,ax=plt.subplots(1) + +ax.plot(thetas, B1) +ax.scatter(thetas, B1) + + +plt.xlabel("$q_3$") +plt.xlabel("$\gamma$") +plt.ylabel("angle") +ax.grid(True) + + +# ax.yaxis.set_major_locator(plt.MultipleLocator(np.pi / 2)) +# ax.yaxis.set_minor_locator(plt.MultipleLocator(np.pi / 12)) + +# ax.yaxis.set_major_locator(plt.MultipleLocator(np.pi / 4)) +# ax.yaxis.set_minor_locator(plt.MultipleLocator(np.pi / 12)) +# ax.yaxis.set_major_formatter(plt.FuncFormatter(format_func)) + +# ax.yaxis.set_major_formatter(ticker.FormatStrFormatter('%g $\pi$')) +# ax.yaxis.set_major_locator(ticker.MultipleLocator(base=0.25)) + + +# ax.yaxis.set_major_formatter(ticker.FuncFormatter( +# lambda val,pos: '{:.0g}$\pi$'.format(2*val/np.pi) if val !=0 else '0')) +# ax.yaxis.set_major_locator(ticker.MultipleLocator(base=0.5*np.pi)) + +# ---------------------------- show pi values ------------------------------------ +# ax.axvline(x = q1, color = 'b', linestyle = ':', label='$q_1$') +# ax.axvline(x = q2, color = 'r', linestyle = 'dashed', label='$q_2$') +# ax.legend() +# # ax.set(xlim=(1.750, 1.880), ylim=(0, math.pi/2.0)) +# ax.set(xlim=(1.760, 1.880), ylim=(-0.1, np.pi/4.0)) +# # ax.set_yticks([0, np.pi/4 ,np.pi/2]) +# # labels = ['$0$', r'$\pi/4$', r'$\pi/2$'] +# ax.set_yticks([0, np.pi/8, np.pi/4 ]) +# labels = ['$0$',r'$\pi/8$', r'$\pi/4$'] +# ax.set_yticklabels(labels) +# --------------------------------------------------------------- + +ax.legend() +# ax.set(xlim=(1.750, 1.880), ylim=(0, math.pi/2.0)) + +# ax.set(xlim=(1.760, 1.880), ylim=(-0.1, np.pi/4.0)) +# ax.set(xlim=(1.760, 1.880), ylim=(-0.1, np.pi/4.0)) +# ax.set_yticks([0, np.pi/4 ,np.pi/2]) +# labels = ['$0$', r'$\pi/4$', r'$\pi/2$'] +ax.set_yticks([0, np.pi/8, np.pi/4 ]) +labels = ['$0$',r'$\pi/8$', r'$\pi/4$'] +ax.set_yticklabels(labels) + + +# Plot Gamma Value that is closest to q3_star +ax.axvline(x = gammaClose, color = 'b', linestyle = 'dashed', label='$\gamma^*$') +ax.axvspan(gamma_min, gammaClose, color='red', alpha=0.5) +ax.axvspan(gammaClose, gamma_max, color='green', alpha=0.5) + + + + +# plt.xlabel("$q_3(\gamma)$") +plt.xlabel("$\gamma$") +plt.ylabel("angle") +plt.legend(loc='upper center') + +plt.show() + + + + + + + + + + + + + + + + + +# +# fig = plt.figure(figsize=(14,6)) +# +# # `ax` is a 3D-aware axis instance because of the projection='3d' keyword argument to add_subplot +# ax = fig.add_subplot(1, 2, 1, projection='3d') +# +# p = ax.plot_surface(alphas, thetas, B1, rstride=4, cstride=4, linewidth=0) +# +# # surface_plot with color grading and color bar +# ax = fig.add_subplot(1, 2, 2, projection='3d') +# p = ax.plot_surface(alphas, thetas, B1, rstride=1, cstride=1, cmap=matplotlib.cm.coolwarm, linewidth=0, antialiased=False) +# cb = fig.colorbar(p, shrink=0.5) +# +# +# +# fig = plt.figure() +# ax = plt.axes(projection='3d') +# +# # fig = plt.figure(figsize=(6,6)) +# # ax = fig.add_subplot(111, projection='3d') +# ax = fig.add_subplot(111) +# +# # f,ax=plt.subplots(1) +# +# # Plot a 3D surface +# # ax.plot_surface(alphas, thetas, B1,cmap='viridis', edgecolor='none') +# # ax.plot_surface(alphas, thetas, B1) +# # ax.plot_surface(alphas, thetas, B1) +# +# ax.plot3D(alphas, thetas, B1, 'gray') +# # ax = fig.add_subplot(211, projection='3d') +# # +# # +# # # Plot a 3D surface +# # ax.plot_surface(alphas, thetas, B1) +# +# plt.show() + +# fig = plt.figure() +# ax = fig.add_subplot(111, projection='3d') +# colors = cm.plasma(Types) +# # if make_2D_plot: pnt3d=ax.scatter(alphas,thetas,c=Types.flat) +# # if make_3D_plot: pnt3d=ax.scatter(alphas,betas,thetas,c=Types.flat) +# if make_2D_plot: pnt3d=ax.scatter(alphas,thetas,c=angles.flat) +# if make_3D_plot: pnt3d=ax.scatter(alphas,betas,thetas,c=angles.flat) +# # cbar=plt.colorbar(pnt3d) +# # cbar.set_label("Values (units)") +# plt.axvline(x = 8, color = 'b', linestyle = ':', label='$q_1$') +# plt.axhline(y = 0.083333333, color = 'b', linestyle = ':', label='$q_1$') +# +# ax.set_xlabel('alpha') +# ax.set_ylabel('beta') +# if make_3D_plot: ax.set_zlabel('theta') +# plt.show() + + +# +# +# # for theta in X_Values: +# for alpha in X_Values: +# +# print('Situation of Lemma1.4') +# q12 = 0.0 +# q1 = (1.0/6.0)*harmonicMean(mu1, beta, theta) +# q2 = (1.0/6.0)*arithmeticMean(mu1, beta, theta) +# b1 = prestrain_b1(rho1, beta, alpha,theta) +# b2 = prestrain_b2(rho1, beta, alpha,theta) +# b3 = 0.0 +# if gamma == '0': +# q3 = q2 +# if gamma == 'infinity': +# q3 = q1 +# +# if yName == 'q1': # TODO: Better use dictionary?... +# print('q1 used') +# Y_Values.append(q1) +# elif yName =='q2': +# print('q2 used') +# Y_Values.append(q2) +# elif yName =='q3': +# print('q3 used') +# Y_Values.append(q3) +# elif yName =='q12': +# print('q12 used') +# Y_Values.append(q12) +# elif yName =='b1': +# print('b1 used') +# Y_Values.append(b1) +# elif yName =='b2': +# print('b2 used') +# Y_Values.append(b2) +# elif yName =='b3': +# print('b3 used') +# Y_Values.append(b3) +# elif yName == 'angle' or yName =='type' or yName =='curvature': +# G, angle, Type, curvature = classifyMin_ana(alpha,beta,theta, q3, mu1, rho1) +# if yName =='angle': +# print('angle used') +# Y_Values.append(angle) +# if yName =='type': +# print('angle used') +# Y_Values.append(type) +# if yName =='curvature': +# print('angle used') +# Y_Values.append(curvature) +# +# +# print("(Output) Values of " + yName + ": ", Y_Values) +# +# +# idx = find_nearestIdx(Y_Values, 0) +# print(' Idx of value closest to 0', idx) +# ValueClose = Y_Values[idx] +# print('GammaValue(Idx) with mu_gamma closest to q_3^*', ValueClose) +# +# +# +# # Find Indices where the difference between the next one is larger than epsilon... +# jump_idx = [] +# jump_xValues = [] +# jump_yValues = [] +# tmp = X_Values[0] +# for idx, x in enumerate(X_Values): +# print(idx, x) +# if idx > 0: +# if abs(Y_Values[idx]-Y_Values[idx-1]) > 1: +# print('jump candidate') +# jump_idx.append(idx) +# jump_xValues.append(x) +# jump_yValues.append(Y_Values[idx]) +# +# +# +# +# +# +# +# print("Jump Indices", jump_idx) +# print("Jump X-values:", jump_xValues) +# print("Jump Y-values:", jump_yValues) +# +# y_plotValues = [Y_Values[0]] +# x_plotValues = [X_Values[0]] +# # y_plotValues.extend(jump_yValues) +# for i in jump_idx: +# y_plotValues.extend([Y_Values[i-1], Y_Values[i]]) +# x_plotValues.extend([X_Values[i-1], X_Values[i]]) +# +# +# y_plotValues.append(Y_Values[-1]) +# # x_plotValues = [X_Values[0]] +# # x_plotValues.extend(jump_xValues) +# x_plotValues.append(X_Values[-1]) +# +# +# print("y_plotValues:", y_plotValues) +# print("x_plotValues:", x_plotValues) +# # Y_Values[np.diff(y) >= 0.5] = np.nan +# +# +# #get values bigger than jump position +# x_rest = X_Values[X_Values>x_plotValues[1]] +# +# Y_Values = np.array(Y_Values) #convert the np array +# +# y_rest = Y_Values[X_Values>x_plotValues[1]] +# # y_rest = Y_Values[np.nonzero(X_Values>x_plotValues[1]] +# print('X_Values:', X_Values) +# print('Y_Values:', Y_Values) +# print('x_rest:', x_rest) +# print('y_rest:', y_rest) +# print('np.nonzero(X_Values>x_plotValues[1]', np.nonzero(X_Values>x_plotValues[1]) ) +# +# +# # ---------------- Create Plot ------------------- +# plt.figure() +# +# f,ax=plt.subplots(1) +# +# # plt.title(r''+ yName + '-Plot') +# # plt.plot(X_Values, Y_Values,linewidth=2, '.k') +# # plt.plot(X_Values, Y_Values,'.k',markersize=1) +# # plt.plot(X_Values, Y_Values,'.',markersize=0.8) +# +# # plt.plot(X_Values, Y_Values) +# +# # ax.plot([[0],X_Values[-1]], [Y_Values[0],Y_Values[-1]]) +# # ax.plot([x_plotValues[0],x_plotValues[1]], [y_plotValues[0],y_plotValues[1]] , 'b') +# # ax.plot(x_rest, y_rest, 'b') +# +# +# +# ax.plot(X_Values, Y_Values) +# +# # plt.plot(x_plotValues, y_plotValues,'.') +# # plt.scatter(X_Values, Y_Values, alpha=0.3) +# # plt.scatter(X_Values, Y_Values) +# # plt.plot(X_Values, Y_Values,'.') +# # plt.plot([X_Values[0],X_Values[-1]], [Y_Values[0],Y_Values[-1]]) +# # plt.axis([0, 6, 0, 20]) +# +# plt.xlabel(xName) +# plt.ylabel(yName) +# +# # plt.ylabel('$\kappa$') +# +# # ax.yaxis.set_major_formatter(ticker.FormatStrFormatter('%g $\pi$')) +# # ax.yaxis.set_major_locator(ticker.MultipleLocator(base=0.1)) +# +# ax.grid(True) +# ax.yaxis.set_major_locator(plt.MultipleLocator(np.pi / 2)) +# ax.yaxis.set_minor_locator(plt.MultipleLocator(np.pi / 12)) +# +# ax.yaxis.set_major_formatter(plt.FuncFormatter(format_func)) +# +# # Plot every other line.. not the jumps... +# tmp = 1 +# # for idx, x in enumerate(x_plotValues): +# # if idx > 0 and tmp == 1: +# # # plt.plot([x_plotValues[idx-1],x_plotValues[idx]] ,[y_plotValues[idx-1],y_plotValues[idx]] ) +# # ax.plot([x_plotValues[idx-1],x_plotValues[idx]] ,[y_plotValues[idx-1],y_plotValues[idx]] ) +# # tmp = 0 +# # else: +# # tmp = 1 +# +# # plt.plot([x_plotValues[0],x_plotValues[1]] ,[y_plotValues[0],y_plotValues[1]] ) +# # plt.plot([x_plotValues[2],x_plotValues[3]] ,[y_plotValues[2],y_plotValues[3]] ) +# # plt.plot([x_plotValues[4],x_plotValues[5]] ,[y_plotValues[4],y_plotValues[5]] ) +# # plt.plot([x_plotValues[6],x_plotValues[7]] ,[y_plotValues[6],y_plotValues[7]] ) +# +# +# for x in jump_xValues: +# plt.axvline(x,ymin=0, ymax= 1, color = 'g',alpha=0.5, linestyle = 'dashed') +# +# # plt.axvline(x_plotValues[1],ymin=0, ymax= 1, color = 'g',alpha=0.5, linestyle = 'dashed') +# +# # plt.axhline(y = 1.90476, color = 'b', linestyle = ':', label='$q_1$') +# # plt.axhline(y = 2.08333, color = 'r', linestyle = 'dashed', label='$q_2$') +# # plt.legend() +# plt.show() +# #--------------------------------------------------------------- diff --git a/src/Plotq12.py b/src/Plotq12.py new file mode 100644 index 0000000000000000000000000000000000000000..a2b8fac84af4a535cede6e7f8dde77748e4d1214 --- /dev/null +++ b/src/Plotq12.py @@ -0,0 +1,86 @@ +import numpy as np +import matplotlib.pyplot as plt +import sympy as sym +import math +import os +import subprocess +import fileinput +import re +import matlab.engine +# from subprocess import Popen, PIPE +#import sys + +###################### Plotq12.py ######################### +# Input: Lame-Parameter Lambda +# compute q12 entry of Q_hom for each Lambda +# create plot: q12(lambda) +########################################################### + + +InputFile = "/inputs/cellsolver.parset" +OutputFile = "/outputs/output.txt" +# path = os.getcwd() +# InputFilePath = os.getcwd()+InputFile +# OutputFilePath = os.getcwd()+OutputFile +# --------- Run from src folder: +path_parent = os.path.dirname(os.getcwd()) +os.chdir(path_parent) +path = os.getcwd() +print(path) +InputFilePath = os.getcwd()+InputFile +OutputFilePath = os.getcwd()+OutputFile +print("InputFilepath: ", InputFilePath) +print("OutputFilepath: ", OutputFilePath) +print("Path: ", path) + +#--------------------------------------------------------------- +Lambda_Values = np.linspace(0.0, 10.0, num=10) +print(Lambda_Values) +q12 = [] + + +# --- Options +RUN = True +# RUN = False +# make_Plot = False +make_Plot = True # vll besser : Plot_muGamma + +if RUN: + for lambda1 in Lambda_Values: + print("Run Cell-Problem for Lambda = ", lambda1) + # print('gamma='+str(gamma)) + with open(InputFilePath, 'r') as file: + filedata = file.read() + filedata = re.sub('(?m)^lambda1=.*','lambda1='+str(lambda1),filedata) + f = open(InputFilePath,'w') + f.write(filedata) + f.close() + # Run Cell-Problem + subprocess.run(['./build-cmake/src/dune-microstructure', './inputs/cellsolver.parset'], + capture_output=True, text=True) + #Extract mu_gamma from Output-File + with open(OutputFilePath, 'r') as file: + output = file.read() + tmp = re.search(r'(?m)^q_onetwo=.*',output).group() + s = re.findall(r"[-+]?\d*\.\d+|\d+", tmp) + q12Value = float(s[0]) + print("q12:", q12Value) + q12.append(q12Value) + # ------------end of for-loop ----------------- + print("(Output) Values of q12: ", q12) +# ----------------end of if-statement ------------- + + +# Make Plot +if make_Plot: + plt.figure() + plt.title(r'$q_{12}(\lambda)$-Plot') # USE MATHEMATICAL EXPRESSIONS IN TITLE + plt.plot(Lambda_Values, q12) + plt.scatter(Lambda_Values, q12) + # plt.axis([0, 6, 0, 20]) + plt.xlabel("$\lambda$") + plt.ylabel("$q_{12}$") + plt.legend() + plt.show() + +# #--------------------------------------------------------------- diff --git a/src/Plotq3-Angle.py b/src/Plotq3-Angle.py index 678b66bd288768b53651c878913e896088c1b067..0d3b277b4e5952946801af50693e1792332581dd 100644 --- a/src/Plotq3-Angle.py +++ b/src/Plotq3-Angle.py @@ -16,6 +16,30 @@ import matplotlib.cm as cm from vtk.util import numpy_support from pyevtk.hl import gridToVTK import time +import matplotlib.ticker as ticker + +# from matplotlib import rc +# rc('text', usetex=True) # Use LaTeX font +# +# import seaborn as sns +# sns.set(color_codes=True) + + +def format_func(value, tick_number): + # find number of multiples of pi/2 + N = int(np.round(2 * value / np.pi)) + if N == 0: + return "0" + elif N == 1: + return r"$\pi/2$" + elif N == 2: + return r"$\pi$" + elif N % 2 > 0: + return r"${0}\pi/2$".format(N) + else: + return r"${0}\pi$".format(N // 2) + + def find_nearest(array, value): @@ -46,18 +70,69 @@ print("Path: ", path) print('---- Input parameters: -----') # mu1 = 10.0 # rho1 = 1.0 +# alpha = 2.56140350877193 #2.56140350877193, 4.0852130325814535 +# beta = 2.0 #5.0 +# theta = 1.0/4.0 +# theta = 1.0/8.0 # 0.5 +# theta = 0.075 # 0.5 +# mu1 = 10.0 +# rho1 = 1.0 # alpha = 10 # beta = 40.0 # theta = 0.125 -# + mu1 = 10.0 rho1 = 1.0 -# alpha = 10.02021333 alpha = 10.0 -beta = 2.0 -theta = 0.125 +beta = 2.0 #5.0 +theta = 1.0/8.0 +# + + +# mu1 = 10.0 +# rho1 = 1.0 +# # alpha = 10.02021333 +# alpha = 10.0 +# beta = 2.0 +# theta = 0.125 + + + +# mu1 = 10.0 +# rho1 = 1.0 +# # alpha = 10.02021333 +# alpha = 9.0 +# beta = 2.0 +# theta = 0.075 + +# +# mu1 = 10.0 +# rho1 = 1.0 +# alpha = 4.0 +# beta = 10.0 +# theta = 1.0/4.0 + +# alpha = 10 #1.05263158 +# beta = 40.0 #5.0 +# # theta = 1.0/4.0 +# theta = 1.0/8.0 # 0.5 +# +# +# alpha = 2.0 +# beta = 2.0 #5.0 +# theta = 1/4.0 +# rho1 = 1.0 +# mu1 = 10.0 + +# InterestingParameterSet : +# mu1 = 10.0 +# rho1 = 1.0 +# alpha = 10 +# beta = 40.0 + + # theta = 0.124242 # gamma = 0.75 #set gamma either to 1. '0' 2. 'infinity' or 3. a numerical positive value @@ -78,11 +153,12 @@ print('----------------------------') gamma_min = 0.01 -gamma_max = 1.0 +gamma_max = 3.0 Gamma_Values = np.linspace(gamma_min, gamma_max, num=100) # TODO variable Input Parameters...alpha,beta... print('(Input) Gamma_Values:', Gamma_Values) # mu_gamma = [] +# Gamma_Values = '0' # # --- Options # # make_Plot = False @@ -123,10 +199,13 @@ G, angles, Types, curvature = classifyMin_anaVec(alpha, beta, theta, muGammas, print('angles:', angles) -idx = find_nearestIdx(muGammas, q3_star) -print('GammaValue Idx closest to q_3^*', idx) -gammaClose = Gamma_Values[idx] -print('GammaValue(Idx) with mu_gamma closest to q_3^*', gammaClose) + + + +# idx = find_nearestIdx(muGammas, q3_star) +# print('GammaValue Idx closest to q_3^*', idx) +# gammaClose = Gamma_Values[idx] +# print('GammaValue(Idx) with mu_gamma closest to q_3^*', gammaClose) @@ -135,28 +214,85 @@ print('GammaValue(Idx) with mu_gamma closest to q_3^*', gammaClose) # Make Plot if make_Plot: - plt.figure() - # plt.title(r'angle$-\mu_\gamma(\gamma)$-Plot') - plt.title(r'angle$-\gamma$-Plot') - plt.plot(Gamma_Values, angles) - plt.scatter(Gamma_Values, angles) + # plt.figure() + # + # + # + # + # # plt.title(r'angle$-\mu_\gamma(\gamma)$-Plot') + # # plt.title(r'angle$-\gamma$-Plot') + # # plt.plot(Gamma_Values, angles) + # # plt.scatter(Gamma_Values, angles) # plt.plot(muGammas, angles) # plt.scatter(muGammas, angles) - # plt.axis([0, 6, 0, 20]) - # plt.axhline(y = 1.90476, color = 'b', linestyle = ':', label='$q_1$') - # plt.axhline(y = 2.08333, color = 'r', linestyle = 'dashed', label='$q_2$') + # # plt.axis([0, 6, 0, 20]) + # # plt.axhline(y = 1.90476, color = 'b', linestyle = ':', label='$q_1$') + # # plt.axhline(y = 2.08333, color = 'r', linestyle = 'dashed', label='$q_2$') # plt.axvline(x = q1, color = 'b', linestyle = ':', label='$q_1$') # plt.axvline(x = q2, color = 'r', linestyle = 'dashed', label='$q_2$') - # plt.axvline(x = q3_star, color = 'r', linestyle = 'dashed', label='$\gamma^*$') + # # plt.axvline(x = q3_star, color = 'r', linestyle = 'dashed', label='$\gamma^*$') - # Plot Gamma Value that is closest to q3_star - plt.axvline(x = gammaClose, color = 'b', linestyle = 'dashed', label='$\gamma^*$') - plt.axvspan(gamma_min, gammaClose, color='red', alpha=0.5) - plt.axvspan(gammaClose, gamma_max, color='green', alpha=0.5) + f,ax=plt.subplots(1) + ax.plot(muGammas, angles) + ax.scatter(muGammas, angles) + plt.xlabel("$q_3$") + plt.ylabel("angle") + ax.grid(True) + # ax.yaxis.set_major_locator(plt.MultipleLocator(np.pi / 2)) + # ax.yaxis.set_minor_locator(plt.MultipleLocator(np.pi / 12)) + + # ax.yaxis.set_major_locator(plt.MultipleLocator(np.pi / 4)) + # ax.yaxis.set_minor_locator(plt.MultipleLocator(np.pi / 12)) + # ax.yaxis.set_major_formatter(plt.FuncFormatter(format_func)) + + # ax.yaxis.set_major_formatter(ticker.FormatStrFormatter('%g $\pi$')) + # ax.yaxis.set_major_locator(ticker.MultipleLocator(base=0.25)) - plt.xlabel("$\gamma$") + + # ax.yaxis.set_major_formatter(ticker.FuncFormatter( + # lambda val,pos: '{:.0g}$\pi$'.format(2*val/np.pi) if val !=0 else '0')) + # ax.yaxis.set_major_locator(ticker.MultipleLocator(base=0.5*np.pi)) + + + ax.axvline(x = q1, color = 'b', linestyle = ':', label='$q_1$') + ax.axvline(x = q2, color = 'r', linestyle = 'dashed', label='$q_2$') + ax.legend() + # ax.set(xlim=(1.750, 1.880), ylim=(0, math.pi/2.0)) + ax.set(xlim=(1.760, 1.880), ylim=(-0.1, np.pi/4.0)) + # ax.set_yticks([0, np.pi/4 ,np.pi/2]) + # labels = ['$0$', r'$\pi/4$', r'$\pi/2$'] + ax.set_yticks([0, np.pi/8, np.pi/4 ]) + labels = ['$0$',r'$\pi/8$', r'$\pi/4$'] + ax.set_yticklabels(labels) + + # Plot Gamma Value that is closest to q3_star + # plt.axvline(x = gammaClose, color = 'b', linestyle = 'dashed', label='$\gamma^*$') + # plt.axvspan(gamma_min, gammaClose, color='red', alpha=0.5) + # plt.axvspan(gammaClose, gamma_max, color='green', alpha=0.5) + + plt.xlabel("$q_3(\gamma)$") + # plt.xlabel("$\gamma$") plt.ylabel("angle") - plt.legend() + plt.legend(loc='upper center') + plt.show() + + + + + # plt.figure() + # plt.title(r'angle$-\mu_\gamma(\gamma)$-Plot') + # plt.plot(muGammas, angles) + # plt.scatter(muGammas, angles) + # # plt.axis([0, 6, 0, 20]) + # # plt.axhline(y = 1.90476, color = 'b', linestyle = ':', label='$q_1$') + # # plt.axhline(y = 2.08333, color = 'r', linestyle = 'dashed', label='$q_2$') + # plt.axvline(x = 1.90476, color = 'b', linestyle = ':', label='$q_1$') + # plt.axvline(x = 2.08333, color = 'r', linestyle = 'dashed', label='$q_2$') + # plt.xlabel("$\mu_\gamma$") + # plt.ylabel("angle") + # plt.legend() + # plt.show() + # diff --git a/src/Plotq3-Angle2.py b/src/Plotq3-Angle2.py new file mode 100644 index 0000000000000000000000000000000000000000..9e25264dc1c57aaeb32fc62b624d4e57e0e635c6 --- /dev/null +++ b/src/Plotq3-Angle2.py @@ -0,0 +1,339 @@ +import numpy as np +import matplotlib.pyplot as plt +import sympy as sym +import math +import os +import subprocess +import fileinput +import re +import matlab.engine +import sys +from ClassifyMin import * +from HelperFunctions import * +# from CellScript import * +from mpl_toolkits.mplot3d import Axes3D +import matplotlib.cm as cm +from vtk.util import numpy_support +from pyevtk.hl import gridToVTK +import time +import matplotlib.ticker as ticker + +# from matplotlib import rc +# rc('text', usetex=True) # Use LaTeX font +# +# import seaborn as sns +# sns.set(color_codes=True) + + +def format_func(value, tick_number): + # find number of multiples of pi/2 + N = int(np.round(2 * value / np.pi)) + if N == 0: + return "0" + elif N == 1: + return r"$\pi/2$" + elif N == 2: + return r"$\pi$" + elif N % 2 > 0: + return r"${0}\pi/2$".format(N) + else: + return r"${0}\pi$".format(N // 2) + + + + +def find_nearest(array, value): + array = np.asarray(array) + idx = (np.abs(array - value)).argmin() + return array[idx] + + +def find_nearestIdx(array, value): + array = np.asarray(array) + idx = (np.abs(array - value)).argmin() + return idx + + +InputFile = "/inputs/computeMuGamma.parset" +OutputFile = "/outputs/outputMuGamma.txt" +# --------- Run from src folder: +path_parent = os.path.dirname(os.getcwd()) +os.chdir(path_parent) +path = os.getcwd() +print(path) +InputFilePath = os.getcwd()+InputFile +OutputFilePath = os.getcwd()+OutputFile +print("InputFilepath: ", InputFilePath) +print("OutputFilepath: ", OutputFilePath) +print("Path: ", path) + +print('---- Input parameters: -----') +# mu1 = 10.0 +# rho1 = 1.0 +# alpha = 2.56140350877193 #2.56140350877193, 4.0852130325814535 +# beta = 2.0 #5.0 +# theta = 1.0/4.0 +# theta = 1.0/8.0 # 0.5 +# theta = 0.075 # 0.5 +# mu1 = 10.0 +# rho1 = 1.0 +alpha = 10 +# beta = 40.0 +# theta = 0.125 + +mu1 = 10.0 +rho1 = 1.0 +# alpha = 2.0 +beta = 2.0 #5.0 +# theta = 1.0/4.0 +theta = 1.0/8.0 +# + + + +# mu1 = 10.0 +# rho1 = 1.0 +# alpha = 10.0 +# beta = 2.0 #5.0 +# theta = 1.0/8.0 +# # + + +# mu1 = 10.0 +# rho1 = 1.0 +# # alpha = 10.02021333 +# alpha = 10.0 +# beta = 2.0 +# theta = 0.125 + + + +# mu1 = 10.0 +# rho1 = 1.0 +# # alpha = 10.02021333 +# alpha = 9.0 +# beta = 2.0 +# theta = 0.075 + +# +# mu1 = 10.0 +# rho1 = 1.0 +# alpha = 4.0 +# beta = 10.0 +# theta = 1.0/4.0 + +# alpha = 10 #1.05263158 +# beta = 40.0 #5.0 +# # theta = 1.0/4.0 +# theta = 1.0/8.0 # 0.5 +# +# +# alpha = 2.0 +# beta = 2.0 #5.0 +# theta = 1/4.0 +# rho1 = 1.0 +# mu1 = 10.0 + +# InterestingParameterSet : +# mu1 = 10.0 +# rho1 = 1.0 +# alpha = 10 +# beta = 40.0 + + +# theta = 0.124242 +# gamma = 0.75 +#set gamma either to 1. '0' 2. 'infinity' or 3. a numerical positive value +# gamma = '0' +# gamma = 'infinity' +# gamma = 0.5 +# gamma = 0.25 + +print('mu1: ', mu1) +print('rho1: ', rho1) +print('alpha: ', alpha) +print('beta: ', beta) +print('theta: ', theta) +# print('gamma:', gamma) +print('----------------------------') + +# ---------------------------------------------------------------- + + +gamma_min = 0.01 +gamma_max = 1.0 +Gamma_Values = np.linspace(gamma_min, gamma_max, num=100) # TODO variable Input Parameters...alpha,beta... +print('(Input) Gamma_Values:', Gamma_Values) +# mu_gamma = [] + +# Gamma_Values = '0' + +# # --- Options +# # make_Plot = False +make_Plot = True + +# Get values for mu_Gamma +GetMuGammaVec = np.vectorize(GetMuGamma) +muGammas = GetMuGammaVec(beta,theta,Gamma_Values,mu1,rho1, InputFilePath ,OutputFilePath ) +print('muGammas:', muGammas) + +q12 = 0.0 +q1 = (1.0/6.0)*harmonicMean(mu1, beta, theta) +q2 = (1.0/6.0)*arithmeticMean(mu1, beta, theta) +print('q1: ', q1) +print('q2: ', q2) +b1 = prestrain_b1(rho1, beta, alpha,theta) +b2 = prestrain_b2(rho1, beta, alpha,theta) +q3_star = math.sqrt(q1*q2) +print('q3_star:', q3_star) + +# TODO these have to be compatible with input parameters!!! +# compute certain ParameterValues that this makes sense +# b1 = q3_star +# b2 = q1 +print('b1: ', b1) +print('b2: ', b2) + +# return classifyMin(q1, q2, q3, q12, b1, b2, print_Cases, print_Output) + + + +# classifyMin_anaVec = np.vectorize(classifyMin_ana) +# G, angles, Types, curvature = classifyMin_anaVec(alpha, beta, theta, muGammas, mu1, rho1) +classifyMin_anaVec = np.vectorize(classifyMin_ana) +G, angles, Types, curvature = classifyMin_anaVec(alpha, beta, theta, muGammas, mu1, rho1) + +# _,angles,_,_ = classifyMin_anaVec(alpha, beta, theta, muGammas, mu1, rho1) + +print('angles:', angles) + + + + +idx = find_nearestIdx(muGammas, q3_star) +print('GammaValue Idx closest to q_3^*', idx) +gammaClose = Gamma_Values[idx] +print('GammaValue(Idx) with mu_gamma closest to q_3^*', gammaClose) + + + +determinantVec = np.vectorize(determinant) + +detValues = determinantVec(q1,q2,muGammas,q12) +print('detValues:', detValues) + + +detZeroidx = find_nearestIdx(detValues, 0) +print('idx where det nearest to zero', idx) +gammaClose = Gamma_Values[detZeroidx] +print('gammaClose:', gammaClose) + + +# Make Plot +if make_Plot: + # plt.figure() + # + # + # + # + # # plt.title(r'angle$-\mu_\gamma(\gamma)$-Plot') + # # plt.title(r'angle$-\gamma$-Plot') + plt.plot(Gamma_Values, angles) + plt.scatter(Gamma_Values, angles) + # plt.plot(muGammas, angles) + # plt.scatter(muGammas, angles) + # # plt.axis([0, 6, 0, 20]) + # # plt.axhline(y = 1.90476, color = 'b', linestyle = ':', label='$q_1$') + # # plt.axhline(y = 2.08333, color = 'r', linestyle = 'dashed', label='$q_2$') + # plt.axvline(x = q1, color = 'b', linestyle = ':', label='$q_1$') + # plt.axvline(x = q2, color = 'r', linestyle = 'dashed', label='$q_2$') + # # plt.axvline(x = q3_star, color = 'r', linestyle = 'dashed', label='$\gamma^*$') + + + + f,ax=plt.subplots(1) + # ax.plot(muGammas, angles) + # ax.scatter(muGammas, angles) + + ax.plot(Gamma_Values, angles) + ax.scatter(Gamma_Values, angles) + + + plt.xlabel("$q_3$") + plt.xlabel("$\gamma$") + plt.ylabel("angle") + ax.grid(True) + + + # ax.yaxis.set_major_locator(plt.MultipleLocator(np.pi / 2)) + # ax.yaxis.set_minor_locator(plt.MultipleLocator(np.pi / 12)) + + # ax.yaxis.set_major_locator(plt.MultipleLocator(np.pi / 4)) + # ax.yaxis.set_minor_locator(plt.MultipleLocator(np.pi / 12)) + # ax.yaxis.set_major_formatter(plt.FuncFormatter(format_func)) + + # ax.yaxis.set_major_formatter(ticker.FormatStrFormatter('%g $\pi$')) + # ax.yaxis.set_major_locator(ticker.MultipleLocator(base=0.25)) + + + # ax.yaxis.set_major_formatter(ticker.FuncFormatter( + # lambda val,pos: '{:.0g}$\pi$'.format(2*val/np.pi) if val !=0 else '0')) + # ax.yaxis.set_major_locator(ticker.MultipleLocator(base=0.5*np.pi)) + + # ---------------------------- show pi values ------------------------------------ + # ax.axvline(x = q1, color = 'b', linestyle = ':', label='$q_1$') + # ax.axvline(x = q2, color = 'r', linestyle = 'dashed', label='$q_2$') + # ax.legend() + # # ax.set(xlim=(1.750, 1.880), ylim=(0, math.pi/2.0)) + # ax.set(xlim=(1.760, 1.880), ylim=(-0.1, np.pi/4.0)) + # # ax.set_yticks([0, np.pi/4 ,np.pi/2]) + # # labels = ['$0$', r'$\pi/4$', r'$\pi/2$'] + # ax.set_yticks([0, np.pi/8, np.pi/4 ]) + # labels = ['$0$',r'$\pi/8$', r'$\pi/4$'] + # ax.set_yticklabels(labels) + # --------------------------------------------------------------- + + ax.legend() + # ax.set(xlim=(1.750, 1.880), ylim=(0, math.pi/2.0)) + + # ax.set(xlim=(1.760, 1.880), ylim=(-0.1, np.pi/4.0)) + # ax.set(xlim=(1.760, 1.880), ylim=(-0.1, np.pi/4.0)) + # ax.set_yticks([0, np.pi/4 ,np.pi/2]) + # labels = ['$0$', r'$\pi/4$', r'$\pi/2$'] + ax.set_yticks([0, np.pi/8, np.pi/4 ]) + labels = ['$0$',r'$\pi/8$', r'$\pi/4$'] + ax.set_yticklabels(labels) + + + # Plot Gamma Value that is closest to q3_star + ax.axvline(x = gammaClose, color = 'b', linestyle = 'dashed', label='$\gamma^*$') + ax.axvspan(gamma_min, gammaClose, color='red', alpha=0.5) + ax.axvspan(gammaClose, gamma_max, color='green', alpha=0.5) + + + + + # plt.xlabel("$q_3(\gamma)$") + plt.xlabel("$\gamma$") + plt.ylabel("angle") + plt.legend(loc='upper center') + + plt.show() + + + + + # plt.figure() + # plt.title(r'angle$-\mu_\gamma(\gamma)$-Plot') + # plt.plot(muGammas, angles) + # plt.scatter(muGammas, angles) + # # plt.axis([0, 6, 0, 20]) + # # plt.axhline(y = 1.90476, color = 'b', linestyle = ':', label='$q_1$') + # # plt.axhline(y = 2.08333, color = 'r', linestyle = 'dashed', label='$q_2$') + # plt.axvline(x = 1.90476, color = 'b', linestyle = ':', label='$q_1$') + # plt.axvline(x = 2.08333, color = 'r', linestyle = 'dashed', label='$q_2$') + # plt.xlabel("$\mu_\gamma$") + # plt.ylabel("angle") + # plt.legend() + # plt.show() + # diff --git a/src/Plotq3-AngleOld.py b/src/Plotq3-AngleOld.py new file mode 100644 index 0000000000000000000000000000000000000000..b46195d84a6e58ca37ad83c607e7fa3a03a89671 --- /dev/null +++ b/src/Plotq3-AngleOld.py @@ -0,0 +1,246 @@ +import numpy as np +import matplotlib.pyplot as plt +import sympy as sym +import math +import os +import subprocess +import fileinput +import re +import matlab.engine +import sys +from ClassifyMin import * +# from CellScript import * +from mpl_toolkits.mplot3d import Axes3D +import matplotlib.cm as cm +from vtk.util import numpy_support +from pyevtk.hl import gridToVTK +import time +# from subprocess import Popen, PIPE +#import sys + +# unabhängig von alpha... +def GetMuGamma(beta,theta,gamma,mu1,rho1, InputFilePath = os.path.dirname(os.getcwd()) +"/inputs/computeMuGamma.parset"): + # ------------------------------------ get mu_gamma ------------------------------ + # ---Scenario 1.1: extreme regimes + if gamma == '0': + print('extreme regime: gamma = 0') + mu_gamma = (1.0/6.0)*arithmeticMean(mu1, beta, theta) # = q2 + print("mu_gamma:", mu_gamma) + elif gamma == 'infinity': + print('extreme regime: gamma = infinity') + mu_gamma = (1.0/6.0)*harmonicMean(mu1, beta, theta) # = q1 + print("mu_gamma:", mu_gamma) + else: + # --- Scenario 1.2: compute mu_gamma with 'Compute_MuGamma' (much faster than running full Cell-Problem) + # print("Run computeMuGamma for Gamma = ", gamma) + with open(InputFilePath, 'r') as file: + filedata = file.read() + filedata = re.sub('(?m)^gamma=.*','gamma='+str(gamma),filedata) + # filedata = re.sub('(?m)^alpha=.*','alpha='+str(alpha),filedata) + filedata = re.sub('(?m)^beta=.*','beta='+str(beta),filedata) + filedata = re.sub('(?m)^theta=.*','theta='+str(theta),filedata) + filedata = re.sub('(?m)^mu1=.*','mu1='+str(mu1),filedata) + filedata = re.sub('(?m)^rho1=.*','rho1='+str(rho1),filedata) + f = open(InputFilePath,'w') + f.write(filedata) + f.close() + # --- Run Cell-Problem + + # Check Time + # t = time.time() + # subprocess.run(['./build-cmake/src/Cell-Problem', './inputs/cellsolver.parset'], + # capture_output=True, text=True) + # --- Run Cell-Problem_muGama -> faster + # subprocess.run(['./build-cmake/src/Cell-Problem_muGamma', './inputs/cellsolver.parset'], + # capture_output=True, text=True) + # --- Run Compute_muGamma (2D Problem much much faster) + + subprocess.run(['./build-cmake/src/Compute_MuGamma', './inputs/computeMuGamma.parset'], + capture_output=True, text=True) + # print('elapsed time:', time.time() - t) + + #Extract mu_gamma from Output-File TODO: GENERALIZED THIS FOR QUANTITIES OF INTEREST + with open(OutputFilePath, 'r') as file: + output = file.read() + tmp = re.search(r'(?m)^mu_gamma=.*',output).group() # Not necessary for Intention of Program t output Minimizer etc..... + s = re.findall(r"[-+]?\d*\.\d+|\d+", tmp) + mu_gamma = float(s[0]) + # print("mu_gamma:", mu_gammaValue) + # -------------------------------------------------------------------------------------- + return mu_gamma + + + + +InputFile = "/inputs/computeMuGamma.parset" +OutputFile = "/outputs/outputMuGamma.txt" +# path = os.getcwd() +# InputFilePath = os.getcwd()+InputFile +# OutputFilePath = os.getcwd()+OutputFile +# --------- Run from src folder: +path_parent = os.path.dirname(os.getcwd()) +os.chdir(path_parent) +path = os.getcwd() +print(path) +InputFilePath = os.getcwd()+InputFile +OutputFilePath = os.getcwd()+OutputFile +print("InputFilepath: ", InputFilePath) +print("OutputFilepath: ", OutputFilePath) +print("Path: ", path) + + +#1. Define Inputs Gamma-Array.. +#2. for(i=0; i<length(array)) ..compute Q_hom, B_eff from Cell-Problem +#3 + +# matrix = np.loadtxt(path + 'Qmatrix.txt', usecols=range(3)) +# print(matrix) + +# Use Shell Commands: +# subprocess.run('ls', shell=True) + + +#--------------------------------------------------------------- + +# -------------------------- Input Parameters -------------------- +mu1 = 10.0 +rho1 = 1.0 +alpha = 10 #1.05263158 +beta = 40.0 #5.0 +# theta = 1.0/4.0 +theta = 1.0/8.0 # 0.5 + +# InterestingParameterSet : +# mu1 = 10.0 +# rho1 = 1.0 +# alpha = 10 +# beta = 40.0 +# theta = 1.0/8.0 + + +#set gamma either to 1. '0' 2. 'infinity' or 3. a numerical positive value +# gamma = '0' +# gamma = 'infinity' +# gamma = 0.5 + +print('---- Input parameters: -----') +print('mu1: ', mu1) +print('rho1: ', rho1) +print('alpha: ', alpha) +print('beta: ', beta) +print('theta: ', theta) +# print('gamma:', gamma) +print('----------------------------') +# ---------------------------------------------------------------- + + + + + +Gamma_Values = np.linspace(0.01, 5, num=20) # TODO variable Input Parameters...alpha,beta... +print('(Input) Gamma_Values:', Gamma_Values) +# mu_gamma = [] + + +# +# # --- Options +# RUN = True +# # RUN = False +# # make_Plot = False +make_Plot = True # vll besser : Plot_muGamma +# +# if RUN: +# for gamma in Gamma_Values: +# print("Run Cell-Problem for Gamma = ", gamma) +# # print('gamma='+str(gamma)) +# with open(InputFilePath, 'r') as file: +# filedata = file.read() +# filedata = re.sub('(?m)^gamma=.*','gamma='+str(gamma),filedata) +# f = open(InputFilePath,'w') +# f.write(filedata) +# f.close() +# # --- Run Cell-Problem +# t = time.time() +# # subprocess.run(['./build-cmake/src/Cell-Problem', './inputs/cellsolver.parset'], +# # capture_output=True, text=True) +# # --- Run Cell-Problem_muGama -> faster +# # subprocess.run(['./build-cmake/src/Cell-Problem_muGamma', './inputs/cellsolver.parset'], +# # capture_output=True, text=True) +# # --- Run Compute_muGamma (2D Problem much much faster) +# subprocess.run(['./build-cmake/src/Compute_MuGamma', './inputs/computeMuGamma.parset'], +# capture_output=True, text=True) +# print('elapsed time:', time.time() - t) +# +# #Extract mu_gamma from Output-File TODO: GENERALIZED THIS FOR QUANTITIES OF INTEREST +# with open(OutputFilePath, 'r') as file: +# output = file.read() +# tmp = re.search(r'(?m)^mu_gamma=.*',output).group() # Not necessary for Intention of Program t output Minimizer etc..... +# s = re.findall(r"[-+]?\d*\.\d+|\d+", tmp) +# mu_gammaValue = float(s[0]) +# print("mu_gamma:", mu_gammaValue) +# mu_gamma.append(mu_gammaValue) +# # ------------end of for-loop ----------------- +# print("(Output) Values of mu_gamma: ", mu_gamma) +# # ----------------end of if-statement ------------- +# +# # mu_gamma=[2.06099, 1.90567, 1.905] +# # mu_gamma=[2.08306, 1.905, 1.90482, 1.90479, 1.90478, 1.90477] +# +# ##Gamma_Values = np.linspace(0.01, 20, num=12) : +# #mu_gamma= [2.08306, 1.91108, 1.90648, 1.90554, 1.90521, 1.90505, 1.90496, 1.90491, 1.90487, 1.90485, 1.90483, 1.90482] +# +# ##Gamma_Values = np.linspace(0.01, 2.5, num=12) +# # mu_gamma=[2.08306, 2.01137, 1.96113, 1.93772, 1.92592, 1.91937, 1.91541, 1.91286, 1.91112, 1.90988, 1.90897, 1.90828] +# +# # Gamma_Values = np.linspace(0.01, 2.5, num=6) +# # mu_gamma=[2.08306, 1.95497, 1.92287, 1.91375, 1.9101, 1.90828] + + +GetMuGammaVec = np.vectorize(GetMuGamma) +muGammas = GetMuGammaVec(beta,theta,Gamma_Values,mu1,rho1) + + +classifyMin_anaVec = np.vectorize(classifyMin_ana) + +G, angles, Types, curvature = classifyMin_anaVec(alpha, beta, theta, muGammas, mu1, rho1) +# _,angles,_,_ = classifyMin_anaVec(alpha, beta, theta, muGammas, mu1, rho1) + +print('angles:', angles) + +# Make Plot +if make_Plot: + plt.figure() + plt.title(r'angle$-\mu_\gamma(\gamma)$-Plot') + plt.plot(muGammas, angles) + plt.scatter(muGammas, angles) + # plt.axis([0, 6, 0, 20]) + # plt.axhline(y = 1.90476, color = 'b', linestyle = ':', label='$q_1$') + # plt.axhline(y = 2.08333, color = 'r', linestyle = 'dashed', label='$q_2$') + plt.axvline(x = 1.90476, color = 'b', linestyle = ':', label='$q_1$') + plt.axvline(x = 2.08333, color = 'r', linestyle = 'dashed', label='$q_2$') + plt.xlabel("$\mu_\gamma$") + plt.ylabel("angle") + plt.legend() + plt.show() + +# +# # ------------- RUN Matlab symbolic minimization program +# eng = matlab.engine.start_matlab() +# # s = eng.genpath(path + '/Matlab-Programs') +# s = eng.genpath(path) +# eng.addpath(s, nargout=0) +# # print('current Matlab folder:', eng.pwd(nargout=1)) +# eng.cd('Matlab-Programs', nargout=0) #switch to Matlab-Programs folder +# # print('current Matlab folder:', eng.pwd(nargout=1)) +# Inp = False +# print('Run symbolic Minimization...') +# G, angle, type, kappa = eng.symMinimization(Inp,Inp,Inp,Inp, nargout=4) #Name of program:symMinimization +# # G, angle, type, kappa = eng.symMinimization(Inp,Inp,Inp,Inp,path + "/outputs", nargout=4) #Optional: add Path +# G = np.asarray(G) #cast Matlab Outout to numpy array +# +# # --- print Output --- +# print('Minimizer G:') +# print(G) +# print('angle:', angle) +# print('type:', type ) +# print('curvature:', kappa) diff --git a/src/Plotq3-AngleV1.py b/src/Plotq3-AngleV1.py new file mode 100644 index 0000000000000000000000000000000000000000..cd07176cba8e3de05b3ec5b41f7748ecc1e946ec --- /dev/null +++ b/src/Plotq3-AngleV1.py @@ -0,0 +1,147 @@ +import numpy as np +import matplotlib.pyplot as plt +import sympy as sym +import math +import os +import subprocess +import fileinput +import re +import matlab.engine +import sys +from ClassifyMin import * +from HelperFunctions import * +# from CellScript import * +from mpl_toolkits.mplot3d import Axes3D +import matplotlib.cm as cm +from vtk.util import numpy_support +from pyevtk.hl import gridToVTK +import time + + + + +InputFile = "/inputs/computeMuGamma.parset" +OutputFile = "/outputs/outputMuGamma.txt" +# --------- Run from src folder: +path_parent = os.path.dirname(os.getcwd()) +os.chdir(path_parent) +path = os.getcwd() +print(path) +InputFilePath = os.getcwd()+InputFile +OutputFilePath = os.getcwd()+OutputFile +print("InputFilepath: ", InputFilePath) +print("OutputFilepath: ", OutputFilePath) +print("Path: ", path) + +print('---- Input parameters: -----') +mu1 = 10.0 +rho1 = 1.0 +alpha = 2.8 +beta = 2.0 +theta = 1.0/4.0 +# gamma = 0.75 +#set gamma either to 1. '0' 2. 'infinity' or 3. a numerical positive value +# gamma = '0' +# gamma = 'infinity' +# gamma = 0.5 + + +print('mu1: ', mu1) +print('rho1: ', rho1) +print('alpha: ', alpha) +print('beta: ', beta) +print('theta: ', theta) +# print('gamma:', gamma) +print('----------------------------') + +# ---------------------------------------------------------------- + + + + + +Gamma_Values = np.linspace(0.01, 5, num=15) # TODO variable Input Parameters...alpha,beta... +print('(Input) Gamma_Values:', Gamma_Values) +# mu_gamma = [] + + +# +# # --- Options +# RUN = True +# # RUN = False +# # make_Plot = False +make_Plot = True # vll besser : Plot_muGamma +# +# if RUN: +# for gamma in Gamma_Values: +# print("Run Cell-Problem for Gamma = ", gamma) +# # print('gamma='+str(gamma)) +# with open(InputFilePath, 'r') as file: +# filedata = file.read() +# filedata = re.sub('(?m)^gamma=.*','gamma='+str(gamma),filedata) +# f = open(InputFilePath,'w') +# f.write(filedata) +# f.close() +# # --- Run Cell-Problem +# t = time.time() +# # subprocess.run(['./build-cmake/src/Cell-Problem', './inputs/cellsolver.parset'], +# # capture_output=True, text=True) +# # --- Run Cell-Problem_muGama -> faster +# # subprocess.run(['./build-cmake/src/Cell-Problem_muGamma', './inputs/cellsolver.parset'], +# # capture_output=True, text=True) +# # --- Run Compute_muGamma (2D Problem much much faster) +# subprocess.run(['./build-cmake/src/Compute_MuGamma', './inputs/computeMuGamma.parset'], +# capture_output=True, text=True) +# print('elapsed time:', time.time() - t) +# +# #Extract mu_gamma from Output-File TODO: GENERALIZED THIS FOR QUANTITIES OF INTEREST +# with open(OutputFilePath, 'r') as file: +# output = file.read() +# tmp = re.search(r'(?m)^mu_gamma=.*',output).group() # Not necessary for Intention of Program t output Minimizer etc..... +# s = re.findall(r"[-+]?\d*\.\d+|\d+", tmp) +# mu_gammaValue = float(s[0]) +# print("mu_gamma:", mu_gammaValue) +# mu_gamma.append(mu_gammaValue) +# # ------------end of for-loop ----------------- +# print("(Output) Values of mu_gamma: ", mu_gamma) +# # ----------------end of if-statement ------------- +# +# # mu_gamma=[2.06099, 1.90567, 1.905] +# # mu_gamma=[2.08306, 1.905, 1.90482, 1.90479, 1.90478, 1.90477] +# +# ##Gamma_Values = np.linspace(0.01, 20, num=12) : +# #mu_gamma= [2.08306, 1.91108, 1.90648, 1.90554, 1.90521, 1.90505, 1.90496, 1.90491, 1.90487, 1.90485, 1.90483, 1.90482] +# +# ##Gamma_Values = np.linspace(0.01, 2.5, num=12) +# # mu_gamma=[2.08306, 2.01137, 1.96113, 1.93772, 1.92592, 1.91937, 1.91541, 1.91286, 1.91112, 1.90988, 1.90897, 1.90828] +# +# # Gamma_Values = np.linspace(0.01, 2.5, num=6) +# # mu_gamma=[2.08306, 1.95497, 1.92287, 1.91375, 1.9101, 1.90828] + + +GetMuGammaVec = np.vectorize(GetMuGamma) +muGammas = GetMuGammaVec(beta,theta,Gamma_Values,mu1,rho1) + + +classifyMin_anaVec = np.vectorize(classifyMin_ana) + +G, angles, Types, curvature = classifyMin_anaVec(alpha, beta, theta, muGammas, mu1, rho1) +# _,angles,_,_ = classifyMin_anaVec(alpha, beta, theta, muGammas, mu1, rho1) + +print('angles:', angles) + +# Make Plot +if make_Plot: + plt.figure() + plt.title(r'angle$-\mu_\gamma(\gamma)$-Plot') + plt.plot(muGammas, angles) + plt.scatter(muGammas, angles) + # plt.axis([0, 6, 0, 20]) + # plt.axhline(y = 1.90476, color = 'b', linestyle = ':', label='$q_1$') + # plt.axhline(y = 2.08333, color = 'r', linestyle = 'dashed', label='$q_2$') + plt.axvline(x = 1.90476, color = 'b', linestyle = ':', label='$q_1$') + plt.axvline(x = 2.08333, color = 'r', linestyle = 'dashed', label='$q_2$') + plt.xlabel("$\mu_\gamma$") + plt.ylabel("angle") + plt.legend() + plt.show() diff --git a/src/__pycache__/CellScript.cpython-38.pyc b/src/__pycache__/CellScript.cpython-38.pyc new file mode 100644 index 0000000000000000000000000000000000000000..72b0e979aac3958531dc09f69b37c3cc47b4d46e Binary files /dev/null and b/src/__pycache__/CellScript.cpython-38.pyc differ diff --git a/src/__pycache__/ClassifyMin.cpython-38.pyc b/src/__pycache__/ClassifyMin.cpython-38.pyc new file mode 100644 index 0000000000000000000000000000000000000000..c43e441abd4796ed507f8c6b2fbd5616322adbb7 Binary files /dev/null and b/src/__pycache__/ClassifyMin.cpython-38.pyc differ diff --git a/src/__pycache__/ClassifyMinVec.cpython-38.pyc b/src/__pycache__/ClassifyMinVec.cpython-38.pyc new file mode 100644 index 0000000000000000000000000000000000000000..c6f0cf3414d5759d2e5de607cc4ead84668cbf21 Binary files /dev/null and b/src/__pycache__/ClassifyMinVec.cpython-38.pyc differ diff --git a/src/__pycache__/HelperFunctions.cpython-38.pyc b/src/__pycache__/HelperFunctions.cpython-38.pyc new file mode 100644 index 0000000000000000000000000000000000000000..58ea41ffbab3ee55b10f621c3d67a4aaf0de778c Binary files /dev/null and b/src/__pycache__/HelperFunctions.cpython-38.pyc differ diff --git a/src/makePlot.py b/src/makePlot.py index d6caac4944125f988ec67dee2776d6a6bfe158d2..a3b23a7283427f503cb846e5a9abeeb2bacb62ca 100644 --- a/src/makePlot.py +++ b/src/makePlot.py @@ -8,6 +8,7 @@ import fileinput import re import matlab.engine from HelperFunctions import * +from ClassifyMin import * # from subprocess import Popen, PIPE #import sys @@ -48,15 +49,35 @@ print("Path: ", path) #--------------------------------------------------------------- print('---- Input parameters: -----') +# mu1 = 10.0 +# lambda1 = 10.0 +# rho1 = 1.0 +# alpha = 2.8 +# beta = 2.0 +# theta = 1.0/4.0 + + mu1 = 10.0 -lambda1 = 10.0 +# lambda1 = 10.0 +lambda1 = 0.0 rho1 = 1.0 -alpha = 2.8 +alpha = 2.0 beta = 2.0 -theta = 1.0/4.0 +theta = 1.0/8.0 gamma = 1.0/4.0 +# +# gamma = 'infinity' + + + +# Values of the other Plots: +# mu1 = 10.0 +# rho1 = 1.0 +# alpha = 10.0 +# beta = 2.0 #5.0 +# theta = 1.0/8.0 print('mu1: ', mu1) @@ -64,7 +85,7 @@ print('rho1: ', rho1) print('alpha: ', alpha) print('beta: ', beta) print('theta: ', theta) -print('gamma:', gamma) +# print('gamma:', gamma) print('----------------------------') @@ -81,24 +102,30 @@ print('----------------------------') # Options: 'q1', 'q2', 'q3', 'q12' ,'q21', 'q31', 'q13' , 'q23', 'q32' , 'b1', 'b2' ,'b3' # TODO: EXTRA (MInimization Output) 'Minimizer (norm?)' 'angle', 'type', 'curvature' yName = 'q12' -# yName = 'b1' -yName = 'q3' -yName = 'angle' +# # yName = 'b1' +# yName = 'q3' +# yName = 'angle' +# yName = 'curvature' # --- Define Parameter this function/quantity depends on: # Options: mu1 ,lambda1, rho1 , alpha, beta, theta, gamma # xName = 'theta' # xName = 'gamma' -# xName = 'lambda1' -xName = 'alpha' +xName = 'lambda1' +# xName = 'theta' # --- define Interval of x-values: -xmin = 0.0 -xmax = 10.0 +xmin = 0.05 +xmax = 2.0 # xmin = 0.01 # xmax = 3.0 -numPoints = 5 +numPoints = 10 + + +xmin = 0.0 +xmax = 10.0 + X_Values = np.linspace(xmin, xmax, num=numPoints) print(X_Values) @@ -116,6 +143,60 @@ make_Plot = True if RUN: for x in X_Values: + # + # if xName != 'gamma' and (gamma=='0' or gamma=='infinity') and lambda1 ==0.0 + # + # print('Situation of Lemma1.4') + # q12 = 0.0 + # q1 = (1.0/6.0)*harmonicMean(mu_1, beta, theta) + # q2 = (1.0/6.0)*arithmeticMean(mu_1, beta, theta) + # b1 = prestrain_b1(rho_1, beta, alpha,theta) + # b2 = prestrain_b2(rho_1, beta, alpha,theta) + # b3 = 0.0 + # + # + # + # if yName == 'q1': # TODO: Better use dictionary?... + # print('q1 used') + # Y_Values.append(Q[0][0]) + # elif yName =='q2': + # print('q2 used') + # Y_Values.append(Q[1][1]) + # elif yName =='q3': + # print('q3 used') + # if gamma == '0': + # Y_Values.append(q2) + # if gamma == 'infinity': + # Y_Values.append(q1) + # elif yName =='q12': + # print('q12 used') + # Y_Values.append(q12) + # elif yName =='b1': + # print('b1 used') + # Y_Values.append(b1) + # elif yName =='b2': + # print('b2 used') + # Y_Values.append(b2) + # elif yName =='b3': + # print('b3 used') + # Y_Values.append(b3) + # elif yName == 'angle' or yName =='type' or yName =='curvature': + # G, angle, Type, curvature = classifyMin_anaVec(alphas,betas,thetas, muGammas, mu1, rho1) + # if yName =='angle': + # print('angle used') + # Y_Values.append(angle) + # if yName =='type': + # print('angle used') + # Y_Values.append(type) + # if yName =='kappa': + # print('angle used') + # Y_Values.append(curvature) + # + # + + + + if yName =='q3' or yName == 'mu_gamma': # if only q3 is needed .. compute 2D problem (much faster) # fist replace old parameters in parset @@ -191,36 +272,50 @@ if RUN: print('b3 used') Y_Values.append(B[2]) elif yName == 'angle' or yName =='type' or yName =='curvature': - # ------------- Run Matlab symbolic minimization program 'symMinimization' - eng = matlab.engine.start_matlab() - # s = eng.genpath(path + '/Matlab-Programs') - s = eng.genpath(path) - eng.addpath(s, nargout=0) - # print('current Matlab folder:', eng.pwd(nargout=1)) - eng.cd('Matlab-Programs', nargout=0) #switch to Matlab-Programs folder - # print('current Matlab folder:', eng.pwd(nargout=1)) - Inp = False - Inp_T = True - print('Run symbolic Minimization...') - #Arguments: symMinization(print_Input,print_statPoint,print_Output,make_FunctionPlot, InputPath) - G, angle, type, kappa = eng.symMinimization(Inp,Inp,Inp,Inp, nargout=4) #Name of program:symMinimization - # G, angle, type, kappa = eng.symMinimization(Inp,Inp,Inp,Inp,path + "/outputs", nargout=4) #Optional: add Path - G = np.asarray(G) #cast Matlab Outout to numpy array + G, angle, type, curvature = classifyMin_mat(Q,B) + + + + + + + + # ---------------------------------------------------------- + # # LATER (general) : + # # ------------- Run Matlab symbolic minimization program 'symMinimization' + # eng = matlab.engine.start_matlab() + # # s = eng.genpath(path + '/Matlab-Programs') + # s = eng.genpath(path) + # eng.addpath(s, nargout=0) + # # print('current Matlab folder:', eng.pwd(nargout=1)) + # eng.cd('Matlab-Programs', nargout=0) #switch to Matlab-Programs folder + # # print('current Matlab folder:', eng.pwd(nargout=1)) + # Inp = False + # Inp_T = True + # print('Run symbolic Minimization...') + # #Arguments: symMinization(print_Input,print_statPoint,print_Output,make_FunctionPlot, InputPath) + # G, angle, type, curvature = eng.symMinimization(Inp,Inp,Inp,Inp, nargout=4) #Name of program:symMinimization + # # G, angle, type, kappa = eng.symMinimization(Inp,Inp,Inp,Inp,path + "/outputs", nargout=4) #Optional: add Path + # G = np.asarray(G) #cast Matlab Outout to numpy array + # --------------------------------------------------------------- + + + # --- print Output --- print('Minimizer G:') print(G) print('angle:', angle) print('type:', type ) - print('curvature:', kappa) + print('curvature:', curvature) if yName =='angle': print('angle used') Y_Values.append(angle) if yName =='type': - print('angle used') - Y_Values.append(angle) - if yName =='kappa': - print('angle used') - Y_Values.append(angle) + print('type used') + Y_Values.append(type) + if yName =='curvature': + print('curvature used') + Y_Values.append(curvature) # ------------end of for-loop ----------------- print("(Output) Values of " + yName + ": ", Y_Values) # ----------------end of if-statement ------------- diff --git a/src/makePlotmuGamma.py b/src/makePlotmuGamma.py new file mode 100644 index 0000000000000000000000000000000000000000..748a9d29b65b4038ed2dbdd15b0279c95a494e6a --- /dev/null +++ b/src/makePlotmuGamma.py @@ -0,0 +1,307 @@ +import numpy as np +import matplotlib.pyplot as plt +import sympy as sym +import math +import os +import subprocess +import fileinput +import re +import matlab.engine +from HelperFunctions import * +from ClassifyMin import * +# from subprocess import Popen, PIPE +#import sys + +###################### makePlot.py ######################### +# Generalized Plot-Script giving the option to define +# quantity of interest and the parameter it depends on +# to create a plot +# +# Input: Define y & x for "x-y plot" as Strings +# - Run the 'Cell-Problem' for the different Parameter-Points +# (alternatively run 'Compute_MuGamma' if quantity of interest +# is q3=muGamma for a significant Speedup) + +########################################################### + +# TODO +# - Fallunterscheidung (Speedup) falls gesuchter value mu_gamma = q3 +# - Also Add option to plot Minimization Output + + +# ----- Setup Paths ----- +InputFile = "/inputs/cellsolver.parset" +OutputFile = "/outputs/output.txt" +# path = os.getcwd() +# InputFilePath = os.getcwd()+InputFile +# OutputFilePath = os.getcwd()+OutputFile +# --------- Run from src folder: +path_parent = os.path.dirname(os.getcwd()) +os.chdir(path_parent) +path = os.getcwd() +print(path) +InputFilePath = os.getcwd()+InputFile +OutputFilePath = os.getcwd()+OutputFile +print("InputFilepath: ", InputFilePath) +print("OutputFilepath: ", OutputFilePath) +print("Path: ", path) + +#--------------------------------------------------------------- + +print('---- Input parameters: -----') +mu1 = 10.0 +# lambda1 = 10.0 +rho1 = 1.0 +alpha = 2.8 +beta = 2.0 +theta = 1.0/4.0 + +lambda1 = 0.0 +gamma = 1.0/4.0 + +gamma = 'infinity' + + +print('mu1: ', mu1) +print('rho1: ', rho1) +print('alpha: ', alpha) +print('beta: ', beta) +print('theta: ', theta) +print('gamma:', gamma) +print('----------------------------') + + +# TODO? : Ask User for Input ... +# function = input("Enter value you want to plot (y-value):\n") +# print(f'You entered {function}') +# parameter = input("Enter Parameter this value depends on (x-value) :\n") +# print(f'You entered {parameter}') + +# Add Option to change NumberOfElements used for computation of Cell-Problem + + +# --- Define Quantity of interest: +# Options: 'q1', 'q2', 'q3', 'q12' ,'q21', 'q31', 'q13' , 'q23', 'q32' , 'b1', 'b2' ,'b3' +# TODO: EXTRA (MInimization Output) 'Minimizer (norm?)' 'angle', 'type', 'curvature' +yName = 'q12' +# yName = 'b1' +yName = 'q3' +yName = 'angle' +# yName = 'curvature' + +# --- Define Parameter this function/quantity depends on: +# Options: mu1 ,lambda1, rho1 , alpha, beta, theta, gamma +# xName = 'theta' +# xName = 'gamma' +# xName = 'lambda1' +xName = 'theta' + + +# --- define Interval of x-values: +xmin = 0.05 +xmax = 0.2 +# xmin = 0.01 +# xmax = 3.0 +numPoints = 5 +X_Values = np.linspace(xmin, xmax, num=numPoints) +print(X_Values) + + +Y_Values = [] + + + +# --- Options +RUN = True +# RUN = False +# make_Plot = False +make_Plot = True + +if RUN: + for x in X_Values: + + # + # if xName != 'gamma' and (gamma=='0' or gamma=='infinity') and lambda1 ==0.0 + # + # print('Situation of Lemma1.4') + # q12 = 0.0 + # q1 = (1.0/6.0)*harmonicMean(mu_1, beta, theta) + # q2 = (1.0/6.0)*arithmeticMean(mu_1, beta, theta) + # b1 = prestrain_b1(rho_1, beta, alpha,theta) + # b2 = prestrain_b2(rho_1, beta, alpha,theta) + # b3 = 0.0 + # + # + # + # if yName == 'q1': # TODO: Better use dictionary?... + # print('q1 used') + # Y_Values.append(Q[0][0]) + # elif yName =='q2': + # print('q2 used') + # Y_Values.append(Q[1][1]) + # elif yName =='q3': + # print('q3 used') + # if gamma == '0': + # Y_Values.append(q2) + # if gamma == 'infinity': + # Y_Values.append(q1) + # elif yName =='q12': + # print('q12 used') + # Y_Values.append(q12) + # elif yName =='b1': + # print('b1 used') + # Y_Values.append(b1) + # elif yName =='b2': + # print('b2 used') + # Y_Values.append(b2) + # elif yName =='b3': + # print('b3 used') + # Y_Values.append(b3) + # elif yName == 'angle' or yName =='type' or yName =='curvature': + # G, angle, Type, curvature = classifyMin_anaVec(alphas,betas,thetas, muGammas, mu1, rho1) + # if yName =='angle': + # print('angle used') + # Y_Values.append(angle) + # if yName =='type': + # print('angle used') + # Y_Values.append(type) + # if yName =='kappa': + # print('angle used') + # Y_Values.append(curvature) + # + # + + + + + if yName =='q3' or yName == 'mu_gamma': # if only q3 is needed .. compute 2D problem (much faster) + + # fist replace old parameters in parset + SetParametersComputeMuGamma(beta,theta,gamma,mu1,rho1, InputFilePath) + + # replace the sought after x value in the parset + with open(path+"/inputs/computeMuGamma.parset", 'r') as file: + filedata = file.read() + filedata = re.sub('(?m)^'+xName+'=.*',xName+'='+str(x),filedata) + f = open(path+"/inputs/computeMuGamma.parset",'w') + f.write(filedata) + f.close() + #Run Compute_MuGamma since its much faster + print("Run Compute_MuGamma for " + xName + " =" , x) + subprocess.run(['./build-cmake/src/Compute_MuGamma', './inputs/computeMuGamma.parset'], + capture_output=True, text=True) + #Extract mu_gamma from Output-File + with open(path + '/outputs/outputMuGamma.txt', 'r') as file: + output = file.read() + tmp = re.search(r'(?m)^mu_gamma=.*',output).group() # Not necessary for Intention of Program t output Minimizer etc..... + s = re.findall(r"[-+]?\d*\.\d+|\d+", tmp) + Y_Values.append(float(s[0])) + else : # Run full Cell-Problem... + # fist replace old parameters in parset + SetParametersCellProblem(alpha,beta,theta,gamma,mu1,rho1,lambda1,InputFilePath) + + with open(InputFilePath, 'r') as file: + filedata = file.read() + filedata = re.sub('(?m)^'+xName+'=.*',xName+'='+str(x),filedata) + f = open(InputFilePath,'w') + f.write(filedata) + f.close() + # Run Cell-Problem + print("Run Cell-Problem for " + xName + " =" , x) + subprocess.run(['./build-cmake/src/Cell-Problem', './inputs/cellsolver.parset'], + capture_output=True, text=True) + #Extract quantity from Output-File + Q, B = ReadEffectiveQuantities() + if yName == 'q1': # TODO: Better use dictionary?... + print('q1 used') + Y_Values.append(Q[0][0]) + elif yName =='q2': + print('q2 used') + Y_Values.append(Q[1][1]) + # elif yName =='q3': + # print('q3 used') + # Y_Values.append(Q[0][0]) + elif yName =='q12': + print('q12 used') + Y_Values.append(Q[0][1]) + elif yName =='q21': + print('q21 used') + Y_Values.append(Q[1][0]) + elif yName =='q13': + print('q13 used') + Y_Values.append(Q[0][2]) + elif yName =='q31': + print('q31 used') + Y_Values.append(Q[2][0]) + elif yName =='q23': + print('q23 used') + Y_Values.append(Q[1][2]) + elif yName =='q32': + print('q32 used') + Y_Values.append(Q[2][1]) + elif yName =='b1': + print('b1 used') + Y_Values.append(B[0]) + elif yName =='b2': + print('b2 used') + Y_Values.append(B[1]) + elif yName =='b3': + print('b3 used') + Y_Values.append(B[2]) + elif yName == 'angle' or yName =='type' or yName =='curvature': + # ------------- Run Matlab symbolic minimization program 'symMinimization' + eng = matlab.engine.start_matlab() + # s = eng.genpath(path + '/Matlab-Programs') + s = eng.genpath(path) + eng.addpath(s, nargout=0) + # print('current Matlab folder:', eng.pwd(nargout=1)) + eng.cd('Matlab-Programs', nargout=0) #switch to Matlab-Programs folder + # print('current Matlab folder:', eng.pwd(nargout=1)) + Inp = False + Inp_T = True + print('Run symbolic Minimization...') + #Arguments: symMinization(print_Input,print_statPoint,print_Output,make_FunctionPlot, InputPath) + G, angle, type, curvature = eng.symMinimization(Inp,Inp,Inp,Inp, nargout=4) #Name of program:symMinimization + # G, angle, type, kappa = eng.symMinimization(Inp,Inp,Inp,Inp,path + "/outputs", nargout=4) #Optional: add Path + G = np.asarray(G) #cast Matlab Outout to numpy array + # --- print Output --- + print('Minimizer G:') + print(G) + print('angle:', angle) + print('type:', type ) + print('curvature:', curvature) + if yName =='angle': + print('angle used') + Y_Values.append(angle) + if yName =='type': + print('type used') + Y_Values.append(type) + if yName =='curvature': + print('curvature used') + Y_Values.append(curvature) + # ------------end of for-loop ----------------- + print("(Output) Values of " + yName + ": ", Y_Values) +# ----------------end of if-statement ------------- + + + + + + + + +# ---------------- 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