From 66f41f6a2eb974e4f134ca5f32ed2d2d50279364 Mon Sep 17 00:00:00 2001 From: achalhp Date: Tue, 9 Apr 2024 16:02:37 +0530 Subject: [PATCH] Minor changes to notes2 --- .../Twin_reorientation_check-checkpoint.ipynb | 32 +++++----- Twin_reorientation_check.ipynb | 63 ++++++++++++------- 2 files changed, 55 insertions(+), 40 deletions(-) diff --git a/.ipynb_checkpoints/Twin_reorientation_check-checkpoint.ipynb b/.ipynb_checkpoints/Twin_reorientation_check-checkpoint.ipynb index e1ac0b4..ee36f57 100644 --- a/.ipynb_checkpoints/Twin_reorientation_check-checkpoint.ipynb +++ b/.ipynb_checkpoints/Twin_reorientation_check-checkpoint.ipynb @@ -93,16 +93,16 @@ "name": "stdout", "output_type": "stream", "text": [ - "[[ 0.06435814 0.99792687 0. ]\n", - " [-0.99792687 0.06435814 0. ]\n", - " [ 0. 0. 1. ]]\n" + "[[-0.94733416 -0.26950574 0.17298739]\n", + " [-0.18994613 0.03796355 -0.98106026]\n", + " [ 0.25783416 -0.96225019 -0.08715574]]\n" ] } ], "source": [ - "phi_1 = 86.31\n", - "phi_ = 0\n", - "phi_2 = 0\n", + "phi_1 = 15\n", + "phi_ = 95\n", + "phi_2 = 170\n", "\n", "init = damask.Orientation.from_Euler_angles(phi=[phi_1,phi_,phi_2],degrees=True,family='hexagonal',lattice='hP',a=1.0,b=1.0,c=1.6235).as_matrix()\n", "print(init)\n" @@ -165,9 +165,9 @@ "output_type": "stream", "text": [ "deformation gradient of shape change= \n", - " [[ 0.9873633 0.02555718 -0.03040754]\n", - " [ 0.02555718 0.94831169 0.06149796]\n", - " [ 0.02673204 -0.05406441 1.06432501]]\n" + " [[ 0.94841878 0.03517917 -0.01073607]\n", + " [-0.0855022 1.05831379 -0.01779635]\n", + " [-0.03234646 0.02206077 0.99326744]]\n" ] } ], @@ -194,7 +194,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "with determinant of 1.0000001660951485\n" + "with determinant of 1.0000001660951479\n" ] } ], @@ -223,7 +223,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "[300.00001112 86.31191012 153.69000584]\n" + "[203.36501298 70.4635392 80.71378207]\n" ] } ], @@ -251,7 +251,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "[ 26.30999416 86.31191012 239.99998888]\n" + "[ 99.28621793 70.4635392 336.63498702]\n" ] } ], @@ -274,7 +274,7 @@ "Bravais lattice: hP\n", "a=1 m, b=1 m, c=1.6235 m\n", "α=90°, β=90°, γ=120°\n", - "Quaternion [0.72950604 0. 0. 0.68397436]\n" + "Quaternion [ 0.02946883 -0.15957602 0.71980092 -0.6749472 ]\n" ] } ], @@ -297,7 +297,7 @@ "Bravais lattice: hP\n", "a=1 m, b=1 m, c=1.6235 m\n", "α=90°, β=90°, γ=120°\n", - "Quaternion [7.29494643e-01 6.83986524e-01 3.14974751e-08 1.07984812e-07]\n", + "Quaternion [7.29494643e-01 6.83986524e-01 3.14974754e-08 1.07984812e-07]\n", "[ 0. 86.31191012 0. ]\n" ] } @@ -501,7 +501,7 @@ "outputs": [ { "data": { - "image/png": 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\n", 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\n", 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" ] @@ -644,7 +644,7 @@ "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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\n", "text/plain": [ "
" ] diff --git a/Twin_reorientation_check.ipynb b/Twin_reorientation_check.ipynb index e1ac0b4..9accc55 100644 --- a/Twin_reorientation_check.ipynb +++ b/Twin_reorientation_check.ipynb @@ -31,7 +31,7 @@ "id": "bc185fbf-e55d-445e-b8aa-f17abdd93b9a", "metadata": {}, "source": [ - "### Test Case: Extension Twinning $( \\bar{1} 0 1 2)$ $[1 0 \\bar{1} 1] $\n", + "### Test Case: Extension Twinning $( \\bar{1} 0 1 2) [1 0 \\bar{1} 1] $\n", "\n", "Conversion to Miller indices: $ (\\bar{1} 0 2) [2 1 1] $" ] @@ -93,18 +93,23 @@ "name": "stdout", "output_type": "stream", "text": [ - "[[ 0.06435814 0.99792687 0. ]\n", - " [-0.99792687 0.06435814 0. ]\n", - " [ 0. 0. 1. ]]\n" + "[[-0.9400045 -0.29372535 0.1735424 ]\n", + " [-0.17610919 -0.01790229 -0.98420783]\n", + " [ 0.2921936 -0.9557222 -0.0348995 ]]\n" ] } ], "source": [ - "phi_1 = 86.31\n", - "phi_ = 0\n", - "phi_2 = 0\n", + "phi_1 = 17\n", + "phi_ = 92\n", + "phi_2 = 170\n", "\n", - "init = damask.Orientation.from_Euler_angles(phi=[phi_1,phi_,phi_2],degrees=True,family='hexagonal',lattice='hP',a=1.0,b=1.0,c=1.6235).as_matrix()\n", + "init = (damask.Orientation.from_Euler_angles(\n", + " phi=[phi_1,phi_,phi_2],\n", + " degrees=True,\n", + " family='hexagonal',\n", + " lattice='hP',\n", + " a=1.0,b=1.0,c=1.6235).as_matrix())\n", "print(init)\n" ] }, @@ -165,14 +170,15 @@ "output_type": "stream", "text": [ "deformation gradient of shape change= \n", - " [[ 0.9873633 0.02555718 -0.03040754]\n", - " [ 0.02555718 0.94831169 0.06149796]\n", - " [ 0.02673204 -0.05406441 1.06432501]]\n" + " [[ 0.95095672 0.03054648 -0.01230733]\n", + " [-0.09052208 1.05638144 -0.02271637]\n", + " [-0.02924172 0.01821313 0.99266184]]\n" ] } ], "source": [ - "S_ref= s * np.einsum('i,j',np.matmul(Rinv,unit_mcart),np.matmul(Rinv,unit_ncart)) + np.identity(3)\n", + "S_ref= (s * np.einsum('i,j',np.matmul(Rinv,unit_mcart),np.matmul(Rinv,unit_ncart)) \n", + " + np.identity(3))\n", "print(\"deformation gradient of shape change= \\n\", S_ref)" ] }, @@ -194,7 +200,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "with determinant of 1.0000001660951485\n" + "with determinant of 1.000000166095149\n" ] } ], @@ -223,13 +229,16 @@ "name": "stdout", "output_type": "stream", "text": [ - "[300.00001112 86.31191012 153.69000584]\n" + "[206.53799212 70.1926324 77.64540521]\n" ] } ], "source": [ "(R_,U_) = scipy.linalg.polar(Fe1,'right')\n", - "check = damask.Orientation.from_matrix(R=R_,family='hexagonal',lattice='hP',a=1.0,b=1.0,c=1.6235).as_Euler_angles(degrees=True)\n", + "check = (damask.Orientation.from_matrix(R=R_,\n", + " family='hexagonal',lattice='hP',\n", + " a=1.0,b=1.0,c=1.6235)\n", + " .as_Euler_angles(degrees=True))\n", "print(check)" ] }, @@ -251,13 +260,17 @@ "name": "stdout", "output_type": "stream", "text": [ - "[ 26.30999416 86.31191012 239.99998888]\n" + "[102.35459479 70.1926324 333.46200788]\n" ] } ], "source": [ - "new_ori = damask.Orientation.from_matrix(R=np.linalg.inv(R_),family='hexagonal',lattice='hP',a=1.0,b=1.0,c=1.6235)\n", - "print(damask.Orientation.from_matrix(R=np.linalg.inv(R_),family='hexagonal',lattice='hP',a=1.0,b=1.0,c=1.6235).as_Euler_angles(degrees=True))" + "new_ori = (damask.Orientation.from_matrix(R=np.linalg.inv(R_),\n", + " family='hexagonal',\n", + " lattice='hP',a=1.0,b=1.0,c=1.6235))\n", + "(print(damask.Orientation.from_matrix(R=np.linalg.inv(R_),\n", + " family='hexagonal',lattice='hP',\n", + " a=1.0,b=1.0,c=1.6235).as_Euler_angles(degrees=True)))" ] }, { @@ -274,12 +287,14 @@ "Bravais lattice: hP\n", "a=1 m, b=1 m, c=1.6235 m\n", "α=90°, β=90°, γ=120°\n", - "Quaternion [0.72950604 0. 0. 0.68397436]\n" + "Quaternion [ 0.04240788 -0.16792654 0.69946438 -0.69336269]\n" ] } ], "source": [ - "old_ori = damask.Orientation.from_Euler_angles(phi=[phi_1,phi_,phi_2],degrees=True,family='hexagonal',lattice='hP',a=1.0,b=1.0,c=1.6235)\n", + "old_ori = (damask.Orientation.from_Euler_angles(phi=[phi_1,phi_,phi_2],\n", + " degrees=True,family='hexagonal',\n", + " lattice='hP',a=1.0,b=1.0,c=1.6235))\n", "print(old_ori)" ] }, @@ -297,7 +312,7 @@ "Bravais lattice: hP\n", "a=1 m, b=1 m, c=1.6235 m\n", "α=90°, β=90°, γ=120°\n", - "Quaternion [7.29494643e-01 6.83986524e-01 3.14974751e-08 1.07984812e-07]\n", + "Quaternion [7.29494643e-01 6.83986524e-01 3.14974755e-08 1.07984812e-07]\n", "[ 0. 86.31191012 0. ]\n" ] } @@ -326,7 +341,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "disorientation = 86.31191011698503 degrees\n" + "disorientation = 86.31191011698508 degrees\n" ] } ], @@ -501,7 +516,7 @@ "outputs": [ { "data": { - "image/png": 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\n", 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\n", 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" ] @@ -644,7 +659,7 @@ "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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\n", 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