diff --git a/examples/tungsten_extxyz/model_2.json b/examples/tungsten_extxyz/model_2.json index 1747b171..8d56685a 100644 --- a/examples/tungsten_extxyz/model_2.json +++ b/examples/tungsten_extxyz/model_2.json @@ -1,7 +1,7 @@ { "coefficients": { - "W": -7.7318674079835654, - "W-W": [68.784447407502043, 68.784447407502043, 48.652658262777322, 32.029843994880935, 18.916004603812866, 9.1783267118526144, 2.5038442647278982, 0.19953086430922376, -0.24027843128574466, -0.30607305653387484, -0.2169403990617684, 0.0020888316560132309, 0.011224689615986055, -0.0045318560134850359, 0.019103809780459731, 0, 0, 0] + "W": -9.3238674348400146, + "W-W": [72.09603726779028, 72.09603726779028, 50.837630561204165, 33.330632287281254, 19.575042446021545, 9.1648391313336894, 2.6141295842339058, 0.30838268122808682, -0.13315123440110913, -0.20440641753947206, -0.13045211036857915, 0.062789656733124477, 0.045162501429063438, 0.016332261041836296, 0.027809874694213737, 0, 0, 0] }, "knots": { "W-W": [0.001, 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"coefficients": { - "W": -7.359817621121779, - "W-W": [6.430011565593868, 5.973542577287354, 5.060587957976491, 3.691131064963441, 1.652058547547273, 0.9238591472445329, 0.281258201784737, -0.005364135607856001, -0.1656699721767993, -0.2399548844854023, -0.2779542634563567, -0.2809987993318403, -0.2496530655148075, -0.1774095899709484, -0.1000998519514167, -0.0682599768685689, -0.02000344395237907, -0.03280712338827543, -0.03432194352143146, -0.03436182585342267, -0.02884006387342623, -0.02121754386670682, -0.0006909834998347558, -0.009251390311872462, -0.008086947918290087, 0, 0, 0] - }, - "knots": { - "W-W": [1.5, 1.5, 1.5, 1.5, 1.66, 1.82, 1.98, 2.14, 2.3, 2.46, 2.62, 2.78, 2.94, 3.1, 3.26, 3.42, 3.58, 3.74, 3.9, 4.06, 4.220000000000001, 4.38, 4.54, 4.7, 4.859999999999999, 5.02, 5.18, 5.34, 5.5, 5.5, 5.5, 5.5] - } -} \ No newline at end of file diff --git a/examples/tungsten_extxyz/model_uf23.json b/examples/tungsten_extxyz/model_uf23.json deleted file mode 100644 index 4e926e6a..00000000 --- a/examples/tungsten_extxyz/model_uf23.json +++ /dev/null @@ -1,15 +0,0 @@ -{ - "solution": { - "W": -6.71674, - "W-W": [21.5217, 19.3042, 14.2103, 4.81308, 1.80515, 0.277225, -0.168484, -0.336507, -0.370176, -0.363166, -0.331167, -0.25777, -0.229958, -0.198296, -0.151284, -0.0975114, -0.0622741, -0.0453437, -0.0431061, -0.0543498, -0.0631025, -0.0575008, -0.0324283, -0.0185323, -0.00777351, 0, 0, 0], - "W-W-W": [-0.401519, 1.58119, 0.679738, -0.477585, -0.393736, -3.07368, -5.63666, -3.57793, -0.810041, -3.99564, -4.7851, -0.862654, 0.733541, -2.73598, 1.60224, 1.05863, -1.16027, -1.00343, -4.22757, -6.50543, 2.52934, 10.6853, -0.638798, -5.29039, -3.12075, -2.33321, 1.14565, 0.340839, -2.44296, -2.55349, 4.21682, 6.36896, -1.29786, -4.65222, -3.5763, -3.32534, -0.386741, 2.25112, 2.60867, 5.06057, -0.336737, -3.63281, 0.831389, 6.38868, 5.99879, -0.347166, -5.25746, -6.31078, -2.05829, 3.85365, 5.86213, 7.43249, 1.89919, -3.3913, -3.87483, 5.256, 6.04858, 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4.38, 4.54, 4.7, 4.86, 5.02, 5.18, 5.34, 5.5, 5.5, 5.5, 5.5], - "W-W-W": [ - [1.5, 1.5, 1.5, 1.5, 1.9, 2.3, 2.7, 3.1, 3.5, 3.5, 3.5, 3.5], - [1.5, 1.5, 1.5, 1.5, 1.9, 2.3, 2.7, 3.1, 3.5, 3.5, 3.5, 3.5], - [1.5, 1.5, 1.5, 1.5, 2.05, 2.6, 3.15, 3.7, 4.25, 4.8, 5.35, 5.9, 6.45, 7, 7, 7, 7] - ] - } -} \ No newline at end of file diff --git a/examples/tungsten_extxyz/pair_potential_demo.ipynb b/examples/tungsten_extxyz/pair_potential_demo.ipynb index 801d4a9e..409280e8 100644 --- a/examples/tungsten_extxyz/pair_potential_demo.ipynb +++ b/examples/tungsten_extxyz/pair_potential_demo.ipynb @@ -429,14 +429,12 @@ }, { "data": { - "image/png": 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\n", 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", 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" + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -592,8 +590,8 @@ "" ], "text/plain": [ - " geometry energy fx fy fz \\\n", - "dft_0 (Atom('W', [0.0, 0.0, 0.0], index=0)) -11.194835 [0.0] [0.0] [0.0] \n", + " geometry energy fx fy fz \n", + "dft_0 (Atom('W', [0.0, 0.0, 0.0], index=0)) -11.194835 [0.0] [0.0] [0.0] \\\n", "dft_1 (Atom('W', [0.0, 0.0, 0.0], index=0)) -11.126991 [0.0] [0.0] [0.0] \n", "dft_2 (Atom('W', [0.0, 0.0, 0.0], index=0)) -11.133282 [0.0] [0.0] [0.0] \n", "dft_3 (Atom('W', [0.0, 0.0, 0.0], index=0)) -11.139626 [0.0] [0.0] [0.0] \n", @@ -668,7 +666,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "2c29d4c10ae642f68fc3b053ffec1b8c", + "model_id": "7cfc03c99d15464680b567e6a0a02e6c", "version_major": 2, "version_minor": 0 }, @@ -703,9 +701,9 @@ "name": "stdout", "output_type": "stream", "text": [ - " Smallest observed: 2.02 angstroms\n", - " Suggested Cutoffs: [3.555 4.16 4.905 5.555 6.04 6.45 6.805 7.365 7.74 7.9 8.175 8.585\n", - " 8.88 9.15 ]\n" + " Smallest observed: 1.91 angstroms\n", + " Suggested Cutoffs: [3.475 3.765 4.17 4.905 5.555 6.045 6.455 6.805 7.365 7.74 7.9 8.175\n", + " 8.585 8.88 9.15 ]\n" ] } ], @@ -727,14 +725,12 @@ "outputs": [ { "data": { - "image/png": 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mEbFZRMwoMUYza8AnR+uEdqunnif1OTUR+FtE3A3cXVpUZmZWSW2VNLKBlu4HXlRuOGZmVmVFrp46Czhc0vJlBWPWrVxVZP2iyNVTz5L6mrpd0q+Av5OuoKqJiPhmkeDMzKxaiiSNr+X+/nSD+QE4aZiZ9ZAiSWPj0qIww1U8/Wr85GnMO+XNnQ7DmtRS0pD0M+DzEXF3RNybTdsEuC8inhuJAM3MrDpabQg/kFxHhFkj+F+AbcoMyszMqqmMkfsa9T1lZmY9qJThXs3MrD84aZhZqXxBQ29r5+qp3SW9NPt7OdKltXtIGl+/YERcWCA2M7MR4cTWvnaSxikNpn29wbQAfLe4mVkPaTVp7DEiUZiZWVdoKWlExMyRCsTMzKqvcg3hklaTdKqkKyU9LCkkTWlh/XUkTZX0iKSnJF0raa8RDNnMOsRtE6OvckmDdPPgR4AVgYtbWVHSisDVwF7AEcD+wEPA5ZJ2KzdMM7NqesNpI1cpVKTvqZFyL/DiiAhJawEfbmHdDwFbA7tExLUAkqYDNwOnAjuVHayZWT+pXEkjMm2u/jbgzlrCyLb3PPBj4DWSNigjRjOzflW5pFHQ1sAtDabXpm01irGYmfWcKlZPFTEOWNRg+qLc/IYkrQOsXTd5AsCkSZNYddVVB93ptttuy+mnn77k9ezZsznyyCOHDXbGjBkDXu++++7DrnP66aez7bbbLnl95JFHMnv27CHXmTRpEpMmTVryeurUqUydOnXIdco6pvnnTh5y+d2v+/oyx7Toqu/x7IJ7Gi5bU8VjysfX6uc0/56FjN1mb8Zus/eSaYtvvYrFt141ZGxHPv2bEf3uzb9n4ZLjavaY5t+zcMnfzR5T/r1r5XPK72u9QwbeQjbU/1NtvTX3+ggrrLvJkumj/f+Uj7+RVo6pJr+fkdBq1+iHtrJ8RPywtXBKMVTV1lDzDgOObzTjhhtuaCmAxx57jJkzW2+Iamadxx57bMDr2bNnD7te/Rdt3rx5LcfX7jE9c9+cIefPvG/ZY3p2wT0N15t539K/q3hM+fja+ZxWetnAzqKff/yhYd+/2bMH/g4aie9e7bhG8pjy7129kfx/+tcziwe8rvr/UzvniLK1WtKYWve6dhJWg2kAo500FtK4NLFm9tyoFFJzBnBB3bQJwC932GGHYUsaeWussQa77db6xVrNrLPGGmsMue9Gxo8fv8zr4fZV1jGtuOHWQ87feZNxyxzTCutsMuiyNVU8pnx8rX5O192zkDGrrztg2pjV1x32/Rvp79519yxcclzNHtN1uV/PzR5T/r1r5ZiuG+KX+lDvQ2295VYcO2D6jYtXH/b9K/O7N1T8jbRzjiibWmlzlrRR7uV6wPnAFcC5wPxs2nuANwLvjohZhYJLV089DJwQEVOaWP5KYMOI2KJu+mTgq8AGEfFgC/vfCpgzZ84cttrKzSGtaPb6+fyIbcOtU4XR3YaKsUh87d5vMNLvSTuj6rVzLO0ex2D7Gm57I/U5tqqV96qVuNb/0Bn8/ezDAbaOiD+3HtngWmoIj4h7aw/gSOCiiPhoRMyMiDuz548AF9F43PCRdhGwuaQll9ZKGgO8F5jVSsIwM7NlFbl6aiIwWJq8FNin3Q1LmijpQOAt2aQtJR2YPVbJljlL0vN1pZ+zgT8DF0g6RNLewM+AzYDPtRuPjRzf0Vtd/myskSJXTy0HvBxodHnHyyk2ot+ZQD4ZvDN7AGwMzCP1oLt8fj8R8UzWZcipwLeAVYDZwET3m2VmVlyRksblwMmSBlS0SdoPOInU1tGWiBgfERrkMS9bZlL+dW7dhyLi/RExLiJWjojXRsTQ1y1aR/kXrVn3KFLSOILUz9OvJP2D1MfTusBqwF+y+WZm1kPaLmlExN+BVwOHk0odf8ueDwO2y+abmVkDrZawq1IiL3RHeEQ8DfxP9jAzsx5XuBsRSZsDuwFrAWdFxHxJ6wOPRsQ/i27fzMyqo+2kIWl54HvAJNIVTAFcRrrJ77vATcBxxUO0flCVoreZDa3I1VPHAocAnyH1Lpu/xPYyYN8C2zbrG06Y1k2KVE9NAk6MiNOyUkfeX0n3U1gf8knQrHcVKWlsAFw7yLynSZfemtkI6pUEXfZx9Mr7UkVFksYCoHF3pKnbjvsLbNvMzCqoSNK4FDi2bgjVkLQ68CngkkKRmZlZ5RRJGseR2kRuA35BunrqK8AcYCXgxMLRmZlZpRS5I/whYEfgPGB74AXgVaQrp3aJiKEGPDIzsy5UpKRR6xzwYxGxYUSsEBHrR8RHImJ+WQGaWfdwA/RSnXovRnq/bScNSYfmBzuqm7dWq+OJm1WdT4i9wZ9jMUVKGlOB30n6YIN5E4BzCmzbzMwqqFD1FDAD+L6kKcVDMetu/gVr9XrxO1G0w8IvAlcCX5O0IfCRiHiheFhmZkPrxRNyNyha0iAivgG8F3gP8GtJqxaOyqwBnyTMOq9w0gCIiPOAicBrgZnAemVs18ysF3XzD6BSkgZAREwHXk9KGD8ua7tmZlYdRZLGTOCJ/ISIuAXYhTT0q5mZ9Zi2G8IjYo9Bpv8N2KrtiMzMrLJKq54yg+6uqzWz4bVU0pB0Nmngpb9mfw8lIuJD7YdmZmZ54ydPY94pb+5oDK1WT+0B/Ff2956knm0HM9Q8MzPrQi0ljYjYOPf3+NKjMTPrsCr8mq8yt2mYmY2gXmvnc9IwM7OmtdoQ/leab6uIiJjQekhmZt1tqNJFt5c8Wm0In4kbuM2sC7htYmS02hA+aYTiMDOzLuA2DTOrhNGotun2qqEqKDqeBpJWB14BrFw/LyKuKbp9MzNrzmgkxbaThqQxwP8AhwLLD7LYYNPNzKwLFameOgp4C/BBQMAngI8CNwB/IY2vYWZmJep0FVuRpPE+4GTgvOz1rIj434jYCbiX1OWImZn1kCJJYxPgZuBf2euVcvP+hzT8q5kNodO/Gm109cLnXSRpPAmsEBEBLAI2ys37JzCuSGBm1l164YRowyuSNO4Aah0Y/gH4tKSXSloH+CxwZ9HgzMysWookjfNJl9oCHA9sTmrL+DtpyNcvFgvNrPv41/bo6Lb3udviHUqR4V7PyP19k6QtgQNI3Yz8JiJc0jAbBe4uozv0SuIo7Y7wiLgvIr4VEd92wjAbXq+cRKqsV9/jTh5XKUlD0iqS1qx/lLFtsyro1ZNP1fh9bt9ovXdF7ghfBfgK6dLawRKE7wg3M+shRfqe+jbpBr9LgNuBZ0uJyMysRC69lKtI0ngL8PmI+EZZwZiZWetGMzEWbdO4qZQozKyy/Eu9mjr1uRRJGhcCbywrEDMza00nEkeR6qmjgV9IOg24lNSVyAARcWOB7ZuZLcMln4FG+/0oUtJYmZR0jgSuAK7PPW7Ins1K5RPG6PD73L5ef++KlDTOAnYETqfEq6ckjQVOAt5FupT3DuCUiPjpMOtNAs4ZZPZLImJ+GfGZWe/zXfaDK5I09gA+HRHfLyuYzIWkZDQZuAs4BDhP0nIRcW4T63+AlGjyFpYbojXS67+wzKxY0vgHMK+kOACQ9CbgDcAhEVEb3Gm6pI2Ar0s6PyJeGGYzcyLihjLjMjOzpEibxg+Bg8oKJPM2YDFwQd30c4D1gZ1K3p+ZlaDMUqZLrNVWpKRxM3CypIuAaTS+eurCFre5NXB7RDxfN/2W3Pw/DLONX0taG3gcmAEcFxFzWozDzMwaKJI0fpI9jwf2bzA/aL3vqXHAPQ2mL8rNH8x80pjl1wFPANuQ2kWuk7RrRNw81I6zwaPWrps8oZmgzcz6RdGG8JEQ7cyLiMuBy3OTrpE0DbgV+DKNE1veYaTBpMwGcHWJ2VJtJQ1JKwH7AL+IiD+VGM9CGpcmar3oLlMFNpSImCfp98DOTSx+Bsu2pUwAftnKPs3MellbSSMinpZ0FAN/2ZfhVuBgSWPq2jW2yZ7baZsQ8K/hFoqIBcCCAStKbezOzEaKS32dV+TqqduBjcsKJHMRMBZ4R9309wMPArNa2ZikjYFdSe0cZtYlnByqq0ibxonAqZJ+HxF3lxFMRFwm6TfAmZJeBMwFDgb2Bd5bu0dD0lmkRDIhIu7Npl0FXEO60qrWEP5ZUjvIl8qIzwbnf/L+5c++vxRJGh8AVgFul3QL8HcGNlRHRAzX+NzI20lXQX2Zpd2IHFzXjcjy2SNff3Qr8G7gGFK/WAuA3wInRsRdbcRhZn3MXYk0ViRpvJLU39QDpMbr+gbsoa6CGlRELAaOyB6DLTMJmFQ37ah29mdWtk6cbHyCq4Z+KHW1nTQiYnyJcZiZWRcoOnKfmdmo6Idf8d2gSPUUkv4NOBTYi1Q99QhwFfDjiHiueHhmZlYlbScNSasDVwOvBp4kdeOxC+lqp8Mk7RURT5QSpZmZVUKRksbJwGbAuyNiyZ3Ukg4Ezs7mf7JYeGbW71wtVS1F2jQOIPUgO6DrjYj4OTCF1M25WVcbqRNWlU+EVY7NOq9I0libpV2W17sZWKvAts26Wq+deHvteEZCv7xHRZLGA8DrBpm3K6nbDzOztvXLibibFEka5wNfkPRpSeMAJI2TdATwBeCnQ65t1qd8ImxOFd6nKsRQNUUawqcA2wHfII3f/Xy2PQFXZPPNrIf5pNp/itwR/gywr6R9SAMyjSONh3F1RPympPjMzKxCCt3cBxARV5BKFmajwv0smXWOuxEx6xFlVBW5usmG01JJI+sCvVkREa9qMR7rQj7R9Kd++dxdsh2o1ZLGIlK7xVCPZ4Cts4eZ9Yh+SRI2tJZKGhGx+2DzJI0BPgIcRxpL49xCkZl1WNGTZG19/0q1XlJKm4akdwK3Ad8i3Q2+fUS8r4xtm/US/1q3blcoaUjaXdIs0o1+TwBvjIh9ImJ2GcGZWbU46VlbSUPSNpIuJXWNPg44JCJ2iIirS43ObBDddvIaP3la18VsSw312fXb59pS0pC0oaQfADcC2wNHAltEhLsMMesj/XaihMbHXJvWT+9Hqzf33QWsAFwOnAr8A9hGUsOFI+LGQtGZ9YBeO6H02vFYa1pNGitmzxOBfYdYTqQrqJZvJygzG31OBq3p1/er1aTxgRGJwsysC/hGv9bv0/jBSAViZsX5pDby+rWEUeO+p8zMrGlOGmZm1jQnDbMGurkKoptjt+pz0rBCevEE1YvHZFYWJw3rWj65m40+Jw2zHtRqQnUCtmY5aZiZWdOcNMzMrGlOGmZ9zlVT1gonDbMe5e7YbSQ4aZj1MScVa5WThllOP5xE+3EMCCuPk4Z1tTJPfL1+Eu3147PR0WrX6GZL+CTUHfKfkz8zK8olDbM+5ORh7XLSMDOzpjlpmJlZ05w0rOu5qsVs9DhpmJlZ05w0zHBpxaxZThrWE4p0meGEYdY8Jw3ra04YZq1x0rC+4k78zIrxHeHWl5w4zNrjkoa1pcon3SrHZtbtnDSspzRKGK6SMitP5ZKGpLGSTpf0oKSnJc2WdFCT664jaaqkRyQ9JelaSXuNdMxWPYMlDzMrpoptGhcCOwKTgbuAQ4DzJC0XEecOtpKkFYGrgTWAI4AFwOHA5ZL2joiZIx24VYuThFn5KpU0JL0JeANwSEScl02eLmkj4OuSzo+IFwZZ/UPA1sAuEXFttr3pwM3AqcBOIxt9f/CJ2Ky/Va166m3AYuCCuunnAOsz9In/bcCdtYQBEBHPAz8GXiNpg5Jj7StOFmYG1UsaWwO3Zyf7vFty84da95YG02vTtioYW1/JNx57eFAzq6lU9RQwDrinwfRFuflDrbuowfRm1kXSOsDadZM3B5g7d+5Qq/akZx++F4D1P3RGhyMxs1Y99+iDtT9XKHvbVUsaANHmvKLrHgYc32jGAQccMMyqZmaVtDVwU5kbrFrSWEjjEsGa2XOjkkQZ6wKcwbJtKdsA5wEHAncMs34vmAD8EtgfuLvDsYwWH3Pv67fjhVRL8nPSFailqlrSuBU4WNKYunaNbbLnOcOsu02D6c2sS0QsIF2mu4Sk2p93RMSfh1q/F+SO9+5+OF7wMffDMffb8cKAY15c9rar1hB+ETAWeEfd9PcDDwKzhll3c0lLrrCSNAZ4LzArIh4cdE0zM2tKpUoaEXGZpN8AZ0p6ETAXOBjYF3hv7R4NSWeREsmEiLg3W/1s0s18F0iaTCo1HAZsBuw9ukdiZtabKpU0Mm8HTga+TGqPuAM4OCJ+mltm+eyxpAwWEc9kXYacCnwLWAWYDUz03eBmZuWoXNKIiMWkbkCOGGKZScCkBtMfIpVAyvIwcEL23A/67XjBx9wP+u14YQSPWRHDXYlqZmaWVK0h3MzMKsxJw8zMmuakYWZmTXPSaKDIQFDdRtKeks6WdIekJyU9IOmXkrbvdGyjSdKHJYWk0m+GqgpJr5N0qaRHJf1T0l8kfanTcY0USdtJujj7P34q+44fJ2mVTsdWlKTVJJ0q6UpJD2ff3SmDLPtqSVdJWizpMUkXStqk3X07aTR2IekqrBOAicD1pIGgDuloVCPj48B44L+AN5GuWlsHuE7Snh2Ma9Rk3eZ/g3QDaU/KvrszgceBQ0mf9dfIXbbeSyRtCfyB9N0+EtgP+ClwHKlroG43DvgIsCJw8WALSdocmEHquPBdwAeBVwC/k1TfQWtTfPVUnWwgqGkMHAgKSVeSuld/2RADQXUdSetkXajkp40l3Vg5JyJ6/sZISZeQOrRcBBwYEWM7HFKpsqR4J/DDiDis0/GMBkknAccCm0bE3bnp3yWdbNeMiEc7FV9RyvoJiYiQtBbZJbYRMaVuuZ8Be5BuhH4im7YR8BfgmxHxuVb37ZLGsooMBNV16hNGNm0xcBuw4ehHNLokvRfYjdR7QK/6MLAqqWTRL57Lnh+vm/4Y8C/g2VGNpmSRGWqZrBul/YBf1BJGtu69wHTSua5lThrLKjIQVE+QtDrwaqCnO3fLxlA5HZgcEfd3OJyR9HpSKWrzrH3ueUkLJP1P1l1PL/oBKUGcKWmTrA1gP+CjwHci4smORjc6JgArM/jgdJtKWqnVjTppLKvQYE494jukX6YndzqQEXYGqdrmzE4HMsI2IHWrcwFwPqkvtq+T2jYurVV19JKImAe8lvQj727gCeASUjIZtLeJHlM7Vw12PhPw4lY3WrluRCqiyGBOXU3SicB7gE9GxJ86Hc9IkfQO4C3AdsMV83vAcsBKpDrvU7JpMyQ9Sypp7QVc1aHYRoSk8aQk8RBpPJyHSVXLXyT1pP2hjgU3+ko9nzlpLKvoYE5dS9LxpH+qYyPi252OZ6RkDf3fIXVs+aCkNbJZK2Tz1wCe66EqjIXAy4Er6qZfRkoar6bHkgZwCvAiYNvc53iNpEeAsyX9sA86Ml2YPQ92PgtSFV5LXD21rFuBLbJGpLymBnPqVlnCmAJMiYivdDickbYWsC5wNPBo7nEwqVruUeAnHYuufI3qtGHp5bb/Gq1ARtG2wG0NEv/12XPPt02SquX+yeCD082NiKdb3aiTxrKKDATVlbIbvKYAJ0XECR0OZzTMJ12GWP+4Ang6+/uLHYuufL/InifWTX9T9nzdKMYyWh4EtspKlXmvzZ57+cIHALKLeS4B3i5ptdp0SS8jfccvbGe7vk+jgeyejB2Az7F0IKj/IA0E1Uu/QJF0NOnGtstJNzMOEBG9eEJpSNJUevA+DQBJvwLeCJxEShI7AMcDV0XEWzoZ20iQ9FbSTW+zgG8CjwA7A58H/kZqy+rqy24lTSSVjFcjDUJ3AfCzbPalEfFUdnPf9cCNpCq7lVg6VtG2EdFy1+lOGg1kv05OJt1BWRsI6qt1A0H1BEkzSPcpNBQRPXdlzWB6PGmsTEoShwAvIf0S/wmpcfyZTsY2UiTtAUwGXgmsDtxH+uX91YhYONS63UDSPGCjQWZvnF1BRtYl0NdIpazngd8Cx+Rvemxpv04aZmbWLLdpmJlZ05w0zMysaU4aZmbWNCcNMzNrmpOGmZk1zUnDzMya5qRhZmZNc9IwM7OmOWmYmVnTnDR6kKRJkiL3eF7S/ZLOycaLbnV7M7LuRkqXxTcl97oW+/gWt/MFSQeUHF5HSVpD0iOSDup0LM2S9Kb859ltJO0laXE7/yf9wkmjt32A1N/MG4Dvkzpe/J2kVVvczmGM3hja00gx/73F9b4AHFB6NJ11PKmPqPM7HUgL3kSKuytFxNXAH4FeHx6gbR6EqbfNiYgbsr+nS1oe+BLp5Np0b70Rcdtwy2TbHlO087us182We97sNZLWJI1nfVSvjiyYDTO7UkT8s9Ox1PkOcL6kL0bEfZ0Opmpc0ugvtW7ON4I08JKkWZIWSXpC0o2SPlQ/ZnR99ZSk8VkV0mclfVHSX4FnSH30NyTpRZK+L2lhVvy/XNIrGiy3TPWUpO0k/VrSAknPSHpQ0jRJL83mB6mL6PfnquRmZPPWlnSGpNuy/S6Q9FtJ/16339oxHSPp05L+mi1/raSdG8S5k6RLsuN5WtLdkk6vW+blks7NxX27pMMHe4/qTCL9qBtQypC0g6SfSpon6Z/Z83mSNqpbrvY+7iHpzKyaa6GkCyWtX7fsipL+U9J8SU9JukbS9tm2p+aWW0XSN7L35unse3ODpIOz+VOBw2ufSe4xPjft25I+Jul20nfm/dm810m6WtI/shj+IOnNgxzTnrnv0hOSfihpVUnrSfqZpMck/T2L9d/qtvFxSTdnn+0/JN0hqb5UcQmwmDQcgtVxSaO/bJo9137Jjwe+SxpfANJ4A98CNiD1uT+cTwF3AccATwB/abRQloQuBnbJtns9sCtpuNEhKVWl/Qb4K+mE9BCwHilB1QaWeS2pu+fpwInZtCey59owvSeQBl8aC7yNNEb2XhExo26Xh5O6wj8ye30icKmkjSPi8SymfUgnltuBT5Pev/Gk8SpqcW8J/CGbd3S2732A/5a0VhODXb0ZuCkiHqubPh64E/gpaejhlwAfB66XtGVEPFK3/P+SqvwOATYEvg78GNgzt8w5wLuBU0nv45akwcheVLet04D3kQaouomUqLdm6XCiJ2bTDmTpYEcwsKrxAODfSd+D+cACSbuRPuNbSGN3P0OqDr1E0sERUV8997+kAYQOArYjVSWNATbLpn8P2Js0Hs6DWdwotQ2dQfqOH0MasXDT7HiXiIhnJf2B9Bkchw0UEX702IP0KzWAnUj/TGNJ/wALSCfTdRuss1y27JdIA9YoN28GMCP3eny2/bnAvzURz77Z8p+qm/6FbPqUBrGPz15vn73ef5h9LAamNhHL8tlxXgVc2OCYbgGWz03fMZt+UG7a3Oyx0hD7uZw0fsOL6qZ/izQE54uHifNJ4Mwmj2fV7Pg/lZteex+/U7f8Z7Lp62Wvt8xen1K33EHZ9Km5abcCFw0Tz7fTaaXhvNqY1C+um34t6cfA2LrjujV7D1V3TP9dt/5F2fSj6qbfBPyp7r1/tMn/oZOAF4BVW/nf64eHq6d623XAc8A/gF+TftlNjIiHALJi/lWSHif9gzxH+gU4Dlinie3/KiKea2K5WrVVfTvKuU2sO5c0ZvfXsmqNLYdboV623o2SniYNQvMcsBewRYPFp0XEC7nXtfG1a1V6rwAmAGfFIOMrS1op2/5FwFOSxtQewKWk0dOWqfLKrb8GsAopydfPGyvpa5LmSno+O57FpMTR6Hh+Vfd6wPGwdACun9Ut9/Ns23l/BCZKOkXS7koDO7XqtxHxaO1FVpLcCfh5RCyuTc8+gx8BLyWVIPJ+Xff69ux5WoPp+Wq7PwJrZNV5+0taa4g4F5B+SK03zPH0HSeN3nYo6ZfydsD6EfHKiPg/AEmvAa7MlvsPUnXRjqQRCwGaOSE0e4XTOOD5WHa0tPnDrRipSmg3YDapGuLPSm0aJ9TXVzci6dPAmaRhP99BOlnvSCoJNDrGATHG0ob92rJrZ89DjTE9jlSa+SQpQeUfl2bLDHXCqu2rUVI6F/gEqYpmH+A1pON5mCaOh1T1k99HrWrpofxCkcaXrl/3U6QR4A4gVQUuknSxpJcPcSz16r8zLwbUYDqkqqV8jDWL6l4/O8T0lWovIuJHwAdJieQXpKqxWZLe0GDftfe+ncTY09ym0dtuj6VXT9U7iHQS2y//i1mt3evQ7FU9C4ExksbVJY6mfsVFxK3AQVnbyCtJ1RTHkap5Thlm9feSqtY+np8oabVBlh9OrT3opUMs8yip5PYj0pU4jfx1iPVr79Ga+YmSVgf2Iw3Rekpu+or1y7agtq91gQdy2xxD3ck6Ip4kXU57vKR1gYmk9/8SYPMm91f/nXmU1LbwkgbL1hrs69tp2hYR5wDnZCWc15Paun4t6RURcW9u0dr7Wdq+e4VLGv0rSNUPS6pisuqG943AvqZnz++pm35IKxuJ5OaIOIpUN/7q3OxnaPyrMFj66xoASa9kYENtKzHcBdwNfDA7WTda5inSMW8H3BIRNzR4DDpGdUQ8C9xDqgarPxbVHw/wYVIbQDuuyZ7fXTf9QIb4URkRD0XEVOA8YDNJq2SznoEl36VhZYloFvD2/DqSliMl/PtJF1uUKiKejIjLSCXrFYCt6hbZhJRQH6pft9+5pNG/ppGu/DlX0vdIvyqPYdkTUhmuJJ2cTs1+4d1Aqg4bNkFJ2o90Jc3FpBOpgLcDa5CuuKm5Fdhd0ltIVR3/iIg7SfXfX5J0AjCTVD9+HOmXfrvf/8NJv66vk/RN0hVSLwP2iYhaYjwC+D3pZsozgXmkq702Bd4SEXsus9WBZpB+yS8REU9Iugb4jKRHsm3uRrri6LF2DiQi/izpPOBoSS+Qrp7ainTF1+OkUgAAkmaR3s9bSCWELUif4bVZooT0OQB8TtJlpB8lt2SJcDCfJ32W0yV9g1StdBjpyqyDI2uZLkrS90ml0/8jfUfWy/b9OOmKvrydgZll7bundLol3o/yHyy9ymSHYZb7AOny0qdJv54nk+p8l1y9lC03g8ZXTx3TQkyrA2eRTjZPkhLJZgx/9dRmpHr8ucBTpJPjLOD9ddt/Fekk/WS2/oxs+gqky0zvJ50w/gTsD0wF5jVzTPUxZtN2JrVPPJa9f3OB0+qWGZ8d8/2kE+EC0gnr2Cberz2z/e5YN30DUiP1ItKVcJeRTvLzGHilU8PvALB7Nn333LQVgf8k/ar+J+lqpp2zYzstt9xXSSfXRbnvzGnAuNwyK5B6H1hASjj5zzKAbw9yvK8DriY16j+VxbBfM99rYEo2fa266VOBxbnXh5KS4nzSj6MHSPfBbFO33oRse2/v9P9yFR+1S9nMrGIk3QL8X9S1x4zSvnchJbj3REQzV7n1DEknkhLMhEgXBFiOk4ZZRUnal3TZ7ssjYqirtYru5w2kNp4/kUoaryKVOh8HXhmDXFrci7LLne8BPhkRTXe100+cNMwqTNIngJsj4ncjuI+dSNVTW5LaXR4BrgA+HxGtdhzZ1SRtR7qb/Bvhk2NDThpmZtY0X3JrZmZNc9IwM7OmOWmYmVnTnDTMzKxpThpmZtY0Jw0zM2uak4aZmTXNScPMzJrmpGFmZk1z0jAzs6Y5aZiZWdP+H4ORcxZYxAzCAAAAAElFTkSuQmCC\n", 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", "text/plain": [ "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -798,7 +794,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "0e2b8dfc6fdd4ceda158e302e4a5afdf", + "model_id": "1958dfbb9abc45cd86fb465f8ffc1260", "version_major": 2, "version_minor": 0 }, @@ -995,15 +991,15 @@ "" ], "text/plain": [ - " y n_W WW0 WW1 WW2 WW3 WW4 WW5 WW6 WW7 \\\n", - "dft_0 energy -11.194835 1.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 1.562682e-01 \n", + " y n_W WW0 WW1 WW2 WW3 WW4 WW5 WW6 WW7 \n", + "dft_0 energy -11.194835 1.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 1.562682e-01 \\\n", " fx_0 0.000000 0.0 -0.0 -0.0 -0.0 -0.0 -0.0 -0.0 -0.0 -0.000000e+00 \n", " fy_0 0.000000 0.0 -0.0 -0.0 -0.0 -0.0 -0.0 -0.0 -0.0 2.775558e-17 \n", " fz_0 0.000000 0.0 -0.0 -0.0 -0.0 -0.0 -0.0 -0.0 -0.0 -2.775558e-17 \n", "dft_1 energy -11.126991 1.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 8.745162e-02 \n", "\n", - " WW8 WW9 WW10 WW11 \\\n", - "dft_0 energy 3.814984e+00 6.083338e+00 3.640668e+00 3.047422e-01 \n", + " WW8 WW9 WW10 WW11 \n", + "dft_0 energy 3.814984e+00 6.083338e+00 3.640668e+00 3.047422e-01 \\\n", " fx_0 -3.475846e-17 1.881809e-17 -7.720198e-17 -0.000000e+00 \n", " fy_0 7.626384e-17 1.881809e-17 6.064743e-18 3.763120e-17 \n", " fz_0 -0.000000e+00 -0.000000e+00 2.220446e-16 -0.000000e+00 \n", @@ -1069,9 +1065,9 @@ }, "outputs": [], "source": [ - "regularizer = bspline_config.get_regularization_matrix(ridge_1b=1e-6,\n", + "regularizer = bspline_config.get_regularization_matrix(ridge_1b=1e-12,\n", " ridge_2b=0.0,\n", - " curvature_2b=1e-8)\n", + " curvature_2b=1e-16)\n", "\n", "model = least_squares.WeightedLinearModel(bspline_config,\n", " regularizer=regularizer)" @@ -1140,7 +1136,7 @@ }, { "data": { - "image/png": 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\n", 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", 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\n", 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", 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\n", + "image/png": 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", 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\n", 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", 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\n", 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", 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\n", 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", "text/plain": [ "
" ] @@ -2196,7 +2192,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.7.11" + "version": "3.10.10" }, "toc": { "base_numbering": 1, diff --git a/examples/tungsten_extxyz/uf23_potential_demo.ipynb b/examples/tungsten_extxyz/uf23_potential_demo.ipynb index 97f4b0f7..beb2caa4 100644 --- a/examples/tungsten_extxyz/uf23_potential_demo.ipynb +++ b/examples/tungsten_extxyz/uf23_potential_demo.ipynb @@ -609,8 +609,8 @@ "" ], "text/plain": [ - " geometry energy fx fy fz \\\n", - "dft_0 (Atom('W', [0.0, 0.0, 0.0], index=0)) -11.194835 [0.0] [0.0] [0.0] \n", + " geometry energy fx fy fz \n", + "dft_0 (Atom('W', [0.0, 0.0, 0.0], index=0)) -11.194835 [0.0] [0.0] [0.0] \\\n", "dft_1 (Atom('W', [0.0, 0.0, 0.0], index=0)) -11.126991 [0.0] [0.0] [0.0] \n", "dft_2 (Atom('W', [0.0, 0.0, 0.0], index=0)) -11.133282 [0.0] [0.0] [0.0] \n", "dft_3 (Atom('W', [0.0, 0.0, 0.0], index=0)) -11.139626 [0.0] [0.0] [0.0] \n", @@ -690,7 +690,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "03da4688f9be44008534e0411a85504b", + "model_id": "f68c0292edec4b08a662216d80f3f010", "version_major": 2, "version_minor": 0 }, @@ -726,10 +726,10 @@ "output_type": "stream", "text": [ " Smallest observed: 1.93 angstroms\n", - " Suggested Cutoffs: [3.16 3.21 3.445 3.695 3.745 3.775 3.835 4.16 4.47 4.52 4.69 4.87\n", - " 5.065 5.25 5.3 5.415 5.53 5.565 5.755 5.945 5.98 6.16 6.34 6.39\n", - " 6.425 6.68 6.995 7.085 7.265 7.585 7.765 7.815 8.05 8.49 8.835 8.97\n", - " 9.02 9.06 9.215 9.38 9.43 9.475 9.51 9.56 9.695 9.805]\n" + " Suggested Cutoffs: [3.39 3.615 3.7 3.81 4.15 4.47 4.52 4.675 4.815 5.05 5.355 5.445\n", + " 5.48 5.53 5.73 5.945 6.15 6.34 6.39 6.675 7. 7.085 7.425 7.77\n", + " 7.82 8.05 8.455 8.67 8.815 8.97 9.02 9.06 9.215 9.38 9.43 9.475\n", + " 9.51 9.56 ]\n" ] } ], @@ -749,14 +749,12 @@ "outputs": [ { "data": { - "image/png": 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\n", 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", "text/plain": [ "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -819,18 +817,10 @@ } }, "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/home/sxiexie/Dropbox/uf3/uf3/representation/process.py:275: RuntimeWarning: File already exists: contains 194 chunks.\n", - " RuntimeWarning)\n" - ] - }, { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "f064773e808947899f70e2edc06d5c28", + "model_id": "1f86f8603a9b4caa9f36be373536da21", "version_major": 2, "version_minor": 0 }, @@ -874,11 +864,11 @@ }, "outputs": [], "source": [ - "regularizer = bspline_config.get_regularization_matrix(ridge_1b=1e-6,\n", + "regularizer = bspline_config.get_regularization_matrix(ridge_1b=1e-12,\n", " ridge_2b=0.0,\n", - " ridge_3b=1e-4,\n", - " curvature_2b=1e-8,\n", - " curvature_3b=1e-8)\n", + " ridge_3b=1e-8,\n", + " curvature_2b=1e-16,\n", + " curvature_3b=1e-16)\n", "\n", "model = least_squares.WeightedLinearModel(bspline_config,\n", " regularizer=regularizer)" @@ -911,7 +901,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "9250d062089c48b684b9e8eded3dbfb5", + "model_id": "56ce8795881f4289a8d45cea41d51d77", "version_major": 2, "version_minor": 0 }, @@ -961,14 +951,12 @@ }, { "data": { - "image/png": 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\n", + "image/png": 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", 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