From d0cb8759a707d5cdb83227ab64e007c9c45e5e9f Mon Sep 17 00:00:00 2001 From: alexsquires Date: Thu, 19 Sep 2024 12:00:27 +0100 Subject: [PATCH] add custom fixed_defects to tutorial --- examples/fermisolver_tutorial.ipynb | 1242 +++++++++++++++++++++++---- 1 file changed, 1065 insertions(+), 177 deletions(-) diff --git a/examples/fermisolver_tutorial.ipynb b/examples/fermisolver_tutorial.ipynb index 7888e9ebd..a87cc2a2d 100644 --- a/examples/fermisolver_tutorial.ipynb +++ b/examples/fermisolver_tutorial.ipynb @@ -22,7 +22,7 @@ }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 1, "metadata": { "ExecuteTime": { "end_time": "2024-08-12T20:08:34.735725Z", @@ -89,15 +89,8 @@ "name": "stderr", "output_type": "stream", "text": [ - " 0%| | 0/23 [00:00" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "100%|██████████| 23/23 [00:01<00:00, 15.12it/s]\n" + ] + }, + { + "data": { + "image/png": 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JJ5/o+eef93sFdE+yYMECPffccy3ab7vtNo8ruLva1q1btWjRIq1YsUJZWVnau3evKisrFR4erpiYGCUkJOiwww7TkUceqZNOOkmDBg3q0Hiqqqr00Ucf6T//+Y8yMjKUn5+vqqoq9evXT0lJSUpLS9P06dN15pln+rTi+/vvv9fChQu1atUqbdmyRaWlpXI4HIqMjNTAgQN16KGHavr06TrjjDMUERHRoXPraj/++GOLtoiICI+rjP1hMpk0fPhw7dmzp0Wfp3dCAOhGDAAADMO4/vrrDUkePzZs2NBpcVx44YUeYzjqqKP8Hqu4uNi4/vrrjYiICK9z+/XHiBEjjA8++KDZOIMHD25x3NSpU9s91/3HGzx4cLvHO5Bfz+Oee+7p8Gt6s2PHDp+/Jt4+Xn/9dY9jT5061ePxy5Yta3HsGWec0er3Qk1NTZvnePbZZ3sd++9//7vf49XU1Bj/+Mc/jP79+/v1PEVERBh/+MMfjJ07d7Z5Lp509/urPXbt2mVceeWVRlRUVJu+NwcOHGg89thjRmVlpU/XW7ZsWbvvh850ww03tDveiy66qFNj7k26y/P/0ksveRw7KSnJcDqd7Rr7q6++8hr7+vXr2zV2d/pd+Gs7d+40YmNjW8z58MMPN+rr67s6vGa+/vpr47jjjvPr+85sNhsnn3yysXTpUr+u5e33emlpqfuYmpoa48EHHzT69evnUyw2m814+eWXDZfL5fGaX375pTFx4kSf5xYTE2PMnTvXaGhoaM/T2m0VFhZ6nPeECRMCMv6sWbM8jv/2228HZHwAHYOVygAASY0rYzwZM2aMDj300E6LY968eXr11VdbtPu7Kumzzz7ThRdeqJKSEr/Oy8nJ0Zw5c3TZZZfpxRdfVHAwvyp7sxdeeEHffPONx5UwOTk5uueee/zeaEpqvJ/ef/99j33HHnus/vSnP/k13qpVq3TxxRcrJyfH71iqqqr0/PPP6/XXX9cdd9yhv/zlL+3+vu6t95fL5dJ9992nuXPntrnmpCTt2rVLt956q+bOnat58+bpd7/7XQCj7Hr+1M5MT0/XTz/91IHR+G/9+vWaMGFCh41vGIZ+/PFHjR8/vkPG7y7P/+LFiz22n3DCCe3eRO7oo4+WxWKRw+Fo0fftt9922HPblQzD0AUXXKDS0tJm7WFhYXrnnXe6TSmo0tJSXXfddXrnnXf8PtflcmnJkiVasmSJzj//fD355JMB2S9j+/btOvXUU7Vp0yafz7Hb7briiiu0YsWKZhsf1tXV6cYbb9SLL77oVwxlZWW67bbb9MUXX2j+/PmKjIz06/zuztu7yQYOHBiQ8X/97rUmsbGxARkfQAfp6qw2AKDrbdq0yevKiz//+c9dHZ7fXnjhBcNsNrd7JdcZZ5xhNDQ0sFK5A3SXlcqGYRgLFizweo2goCDjhx9+8GtudrvdSE5O9jheVFSUsWPHDr/Ge+mll4zg4OB2P19NH0cffbSxd+9ev2LYX0+5v/xVXV1tnH766QF7nps+zGaz8eSTT7Z67Z62UtkfF110kcd4u2ql8r///W8jODjYuOmmmzpkfJfLZVxxxRWG1Wo1Fi5c2CHX8EdHPv/efs7985//bH/ghmGMHz/e4/gXXHBBu8btTr8L9/fUU095nO8jjzzS1aG5ZWVlGQcffHDAfj4OHTrU2L59+wGv29pK5U2bNhlJSUntiqPpb93q6mrjhBNOaPe8Zs2a5XUFdE+1evVqj3M999xz2z220+k04uLiPI7fme+WBOA/NuoDAGjFihVe+4499thOjKT93nvvPf3hD3+Qy+Vq91gfffSRrr322gBEhe7stNNO04UXXuixz+l06rLLLvO4Ws6bG264Qfn5+R77nnzySQ0ZMsTnsZ566ildeeWVamho8PmcA1m5cqWmTZvmsXbhgfTm++tPf/qT5s+fH/BxXS6XbrrpplZ/zqJzzJ8/X+ecc44aGhr0xBNP6JZbbgno+IZh6KqrrtLLL7+s+vp6nXnmmR3yPdUd7N271+vPucMPPzwg1/A2zubNmwMyfneyfft2/fnPf27RPm7cON10001dEFFLWVlZOvbYY7Vt27aAjbljxw6ddNJJqqioaNP5W7du1W9/+1sVFBS0K45HH31U3333nc477zwtXbq0XWNJ0qeffqpXXnml3eN0J4cccog2btzY4uOxxx5r99hLly71+M6nfv36ady4ce0eH0DH6V7vOQQAdIl169Z57TvqqKM6MZL2ycrK0uWXXy7DMLweM2nSJM2ZM0fjx49XSkqKGhoalJeXp6+++krvvfeedu7c2ez4f/7zn716QyA0evrpp/XVV1953BBww4YNevTRR3XXXXcdcJzFixfrzTff9Nh3yimn6NJLL/U5pg8++KDVMhmHHnqozjnnHE2fPl0DBw6UzWZTdXW1du7cqe+//17z58/XkiVLPCaAt2zZotNPP10rVqyQ1Wr1KZ7efH999913eumll7z2H3nkkTrnnHN07LHHKiUlRTabTU6nUxUVFdq+fbvWr1+vTz75RJ9//rnH58flcunyyy9XdnZ2R04DrZg/f77OPvvsZi/QPP744zKbzZo7d267xzcMQ1dffbVefvlld5vD4dDZZ5+tt99+W3PmzGn3NboTb383mEwmjRkzJiDX8DZOb7uPDMPQZZddpurq6mbtJpNJL730Urcoe1FcXKwZM2Z43TQtODhYs2fP1imnnKJDDz1UsbGxqq6uVlFRkf773/9q/vz5XjeDzs7O1h133OFxc8IDOe2001rENHz4cJ133nk67rjjlJKSotraWu3cuVMLFy7Uv/71L48vErtcLp100knNNr1tMmzYMJ177rmaNm2aUlJSZLVatWvXLi1fvlyvvPKK8vLyPMZ277336tJLL+1Rm9O2Jjw8vEMSvIZh6O9//7vHvt/97nftLqUDoIN14SppAEA3MXnyZI9vOUtKSurq0PzS2lsWR40aZSxfvrzV8+vr640HH3zQCA0NPeBbGyl/EXjeSgD4G6e/5S+apKenGyaTyeO5ISEhRmZmZqvnl5WVGSkpKR7Pj4+PN/Lz832ew5YtW4zIyEiPY8XGxhpvvPGGT2+t/fHHH420tDSv38d33XWXzzH1tPvLH97KXoSHhxvvv/++z+Ns3LjROOSQQ7zOa+XKlR7Pq62tNXbt2tXs409/+pPHMZ544okWx+7atStQT0XAdYfyFxUVFUZCQoLXr8vtt9/ervFdLpdx1VVXeR0/JibGsNvtAZqNfzrq+X/yySc9jtu/f//ABG4YxjvvvOP1OW3P89ndfhfOmzfP4xyvuuqqLo1rfyeddJLXr8VRRx11wN+PhtFYasrb5qfBwcFGTk6O13O9/V7f/yM0NNR46qmnDIfD4XWcjIwMr2UWPI337LPPtjpeZWWl1w2mJRmLFi064PPS1919991en7/Vq1d3dXgADoCXfQAA+vnnnz22jxgxopMjabuFCxd6fcvicccdp7Vr1x5wcyOLxaK//OUvWrJkiSIiIjoiTHRjJ554oq655hqPfXV1dbrssstaLftw8803e12x9NJLLykpKcnnWK688kpVVla2aB82bJi+++47XXDBBT6t8D3kkEP07bffasaMGR77//73v3tcnf1rvfn+qqurU3p6eot2s9msTz/91K8VpuPGjdO3336rwYMHe+z3trFZSEiIBgwY0OyjX79+Ho+NjY1tceyAAQN8jrEvioyM1Keffur1OX300Uc9lh7whWEYuuaaa/TPf/7TY39ERIQ++eSTXrfZlLefG4HatEuS+vfv77XP28/anqa8vFy33XZbi/akpCQ98sgjXRBRS++++64+//xzj30nn3yyvv76a40ePfqA45x22mlaunSpx3fHNDQ06IUXXmhzjImJifr666/1xz/+sdUNYA8//PBm7ybwJjo6WitXrtS1117b6ngRERF6/fXXNWnSJI/9nn63oFFxcbHmzJmjBx54wGP/lVde2aPeLQn0VSSVAaCPc7lcXusiJicnd3I0beNyubzWxjziiCP06aefKjw83Ofxpk2bpgULFnSLt+Wjc82dO1fDhw/32Pfdd9/pmWee8dj3xRdf6NVXX/XYd+GFF+r3v/+9zzEsWLBAX3/9dYv26Ohoff755xo1apTPY0lSaGio/v3vf2vYsGEt+mpra/XUU0+1en5vv7++++47jwn8Cy64QMcdd5zf4/Xr10/33HOPx75du3b5PR4C48gjj9R//vMfr4nlRx55RHfeeadfYxqGoT/84Q+tJpQ/++wzHXPMMX7H2915S+r68+LZgbSWVLbb7QG7Tle66667PJaUmDt3rmJiYjo/oF9paGjwel8MHz5cH374oUJCQnwe78gjj9T999/vse/9999vU4wWi0WffvqpjjzySJ+OP+200zRo0KBWj3nrrbd8rg1uNpt18803e+z77rvvfBqjN9q3b5+73JDT6dS+ffu0efNmvffee7rkkks0ePBgffjhhx7PnTZtmp544onODBdAG5FUBoA+rqKiQk6n02NfYmJiJ0fTNunp6dq6dWuLdovFotdee82vhFeTE088UVdccUUgwkMPEhERoX/9619ea/jdeeedys3NbdZWWVnp9Xtl4MCBevrpp/2Kwduqneeff77N7x6IjIzUk08+6bFv3rx5Xn8GSL3//vKW6L344ovbPOZJJ53ksd3bC3joHJMmTdKSJUsUFRXlsf+hhx7yqXa61JhQvvbaa/Xiiy967A8PD9fixYt73Ga3vvL2vWyz2QJ2jcjISK995eXlAbtOV9m4caPH1bmpqan6v//7vy6IqKUPPvhAO3bs8Nj34osvtuldJzfccIPHFwzy8vK0ceNGv8e79tprdcQRR/h8vMlkavWFnhNOOEGzZs3yKwZv79TZvn27X+P0JpdeeqksFotMJpOCg4MVHR2tcePG6dxzz9W8efNa1BBvct555+nzzz/vVu9oAuAdSWUA6ONqamq89rUlWdQVXn/9dY/tf/jDH9q1qchDDz3k1woc9A5TpkzxujK3qqqqRTL0tttua7EBndT4j+u8efMUHR3t87XXrFnjcQOsQw45ROeee67P43gye/ZspaamtmgvLi7WypUrvZ7X2+8vT6sELRaLjj766DaPmZSU5PGFifr6+jaPicCYMmWKlixZ4jVh+eCDD+qvf/1rq2M0JZS9vV2/KaF8oJIwPVlVVZXHdm8rwdsiNDTUa19rf7v0FLfddpvHF/TuueeebrM52Wuvveax/ZhjjtHxxx/fpjFDQ0N14YUXeuxbvXq1X2OZTKZWN7T15uCDD/bad9111/k9XkJCgscNFe12e6/4Xu0MqampWrZsmd5+++1u8bcBAN94LxAEAOgTWkty9IQ/6srKyrRw4UKPfVdeeWW7xo6Li9Ps2bP173//u13jeGMYRoeM682vV9jCu/vvv1+fffaZNm3a1KJv6dKleu2113TppZdq+fLlXlcq/vGPf9Rvf/tbv677zjvveGy//PLLA1Iu4txzz/VYmuGbb77xuKKyJ99fvpowYUKLt3fbbDaPCQJfORyOVutvo2sdffTR+uyzz3TyySd7TI4+8MADMplMuu+++zyef91117WaUP700081bdq0QIbc7dTW1npsD+SL0a0llR0OR5vH7Q6/C7/66iuPdYrHjh3rVx33jlRcXKxly5Z57Lv88svbNfbs2bM91oz2d6XykUceecBSFp54eyeeyWRq873br18/lZSUtGivrKxUWFhYm8bsS7Kzs3X//fervLxcp556aleHA8BHJJUBoI9rLXHc2UnPtvjmm29UV1fXoj0tLU1jxoxp9/jnnntulye90PlCQkL0xhtv6KijjvKYvLj55ps1depUXX755R7vk9TU1DZtsrRkyRKP7SeeeKLfY3ni7Z/lH374wWN7X7i/jj/++DavuPNm/fr1AR0PgXfMMcdo8eLF+t3vfufxbdj333+/zGZzixdhrr32Wj3//PMexwwLC9OiRYvaVIu7p/G2+rK1Tc381dP/PmnN7bff7rH93nvv7TarlL/88kuPL45ZrVadfvrp7Ro7LS1N55xzTouvo7dNTr1pa3kZby9YjBo1yq93F/mClcq+cblcWrZsmZYtW6bjjjtOb7/9tg466KCuDgvAAZBUBoA+rrWVQD2hZuGaNWs8tgfqbcdpaWkBGQc9z2GHHaa7777b41vhy8rKNHHiRJWVlbXoCw4O1ptvvtnqveVJYWGhsrOzW7SbzWa/N+fzxtv3c2Zmpsd27i//1dfXe92oD93L1KlT9emnn2rWrFkeE8tNCb67775bUuMK5dYSyp988onf707oqZo24Pq1QCZEW6v13pNXfi5cuNDjC3njx4/XGWec0QURebZq1SqP7RMnTmy13rUvQkJC9O6777ZrDKlxZXdbBAUFeWwfMGBAe8LxiHet+G/ZsmWaOHGivvrqq4D9/QOgY5BUBoA+rrW3qvbkpPKECRMCMv7gwYMVGxur0tLSgIyHnuXPf/6zFi1apO+//75Fn6eEsiTdddddmjhxot/X8ra6NS4uLmCJmoiICB100EHau3dvs/bdu3d7PJ7768Dq6uq0c+dO5ebmauPGjZo3b57Hsinono477jh98sknmj17tscVhX/9619lMplUUFCg5557zuMYoaGhWrhwoU444YSODrfb8LYiuT1lKX7NW+Ja6jl7PnjibTPWe+65JyBljgLFWymKKVOmdHIk3vm7svlAAr1KuS976aWX3BsEV1dXq6KiQoWFhcrMzNS6dev02Weftfq7f8+ePZo5c6bWrFkT0A1AAQQWSWUA6OMsFouio6M9JpC9Jc26k82bN3tsP+SQQwJ2jYMPPthreQD0bsHBwXrjjTd02GGHea0hur8jjjiiRX1eX23dutVje1FRUYcnGqqrq1VZWdli9Rn3V+Mqs23btmnbtm3Kzc11J5CbHufn5/f4t+L3dccff7wWLlyoU045xeN93rRS2ZOmhHKgStT0FFar1WO7p3I5bdXang89Nam8ePFiZWRktGgfPnx4t6sjm5OT47F9xIgRnRyJd/Hx8QEdr70rsPE/NpvNYzL45JNPltT4AtSiRYv017/+1evfGtu2bdPtt9+ul19+uUNjBdB2JJUBABo4cKDHpLK31YvdiadNUSQFdFVDIHezR8+Tmpqqhx56SDfddFOrx4WFhemNN95oc03RvLy8Np0XKBUVFS3+oe6r99fWrVv1wQcfaPHixdqwYYPHzdzQu5x44onuxLKvidGQkBB9/PHHmj59egdH1/14u28DmVTet2+f176IiIiAXaczeau1f+ONN3abWspSY83q/Px8j31Dhgzp3GBa4W+ZKXQfFotFp59+uk477TRdf/31XksLvfbaa7rlllsogwF0U93nNxcAoMsMHDjQY/vmzZt9Wp0ZaLt37/b48etY6urqvMYXyERVd0x6oXPdeOONB6wj/PDDDys1NbXN1+jqcjO/Tpz2xftrw4YNOvXUUzVixAjdeeedWrVqFQnlPmT69On6+OOPW90grklTQnnGjBmdEFn3Exsb67E9kO9wqqio8NrXEzfw+v777/Xtt9+2aI+JidHFF1/c+QG1ory83Gv5kbi4uE6OxrtAbgyJrmE2m/Xcc8/pggsu8Njvcrn06quvdnJUAHxFUhkAoNGjR3tsdzgcXuu8dpQtW7Zo4MCBHj9+/fa41mqxRUVFBSwmXxIM6N1MJtMB/5FOTExs1zW64gWc/f26Fmpfur9cLpf+9re/KS0tTZ988kmbx4mIiNC5556rhQsXBjA6dKaTTjpJ8+fP97qRl9S4ydf8+fN10kkndWJk3Yu3n3feVre2RUFBgcf2kJAQ9e/fP2DX6Sz/+Mc/PLZfeOGF3W7ltaf64k16aukRdG+PP/641xeZP/30006OBoCvSCoDAJSWlua1z9MGZR3p66+/9tgeFBTUYpfv1jbxCWSCrrXVUvtbvny5TCZTp3x0p7ef9gVvvfWW5s+f3+ox1113XYsN8PzR1Rs0/fp+6m73V0dxuVw6//zzdffdd8vpdPp8ns1mU1pami666CI9+eSTWrFihYqKivTOO+/o0EMP7cCI0dG+++67Vr8XnE6nVq9e3YkRdT+DBg3y2N4ZSeXBgwd3+c9Lf+3du1cffvihx76rr766k6M5sNY2XPRWTxtoj4SEBM2aNctj35YtW7r8bwUAnvF+EQCAJk6c6LXvww8/1PXXX99psfznP//x2D5y5MgWtfPCwsK8jrNv376Arfxpra4jer+8vDyf7gG73a7LL79cixcvbtN1vH0/p6Wl6eOPP27TmP5ISkryKR6pd91ft99+u9577z2v/cHBwfrNb36jY445RocccohGjRqlIUOGdKuyHQice+65R3/7298OeNwDDzwgSbr//vs7OqRuaejQoR7bd+7cKcMwApL0zc3N9eva3dnrr7/u8YW6o48+2uu7xbpSa+8goSQQOsqMGTP0zjvvtGh3uVzKy8trV4kxAB2DpDIAQCNHjtSgQYP0888/t+j75ptvtHXrVg0fPrzD46isrNRnn33msc/Tauro6GiZzWa5XK4WfcXFxQGruehtszL0DZdeeqnPdUI/++wzvfTSS7ryyiv9vo63ze/q6uo0YMAAv8drr75wf2VmZnp9S3pwcLBuv/123XjjjYqPj+/kyNAV7r33Xr+SxA888IBMJpPuu+++Doyqexo3bpzH9srKSuXm5gYk8ZuTk+Oxffz48e0euzMZhuG1JuyFF17YydH4prUXzbr6hUB0vtWrV3t8cfvggw/WFVdcEbDrtPYuvNZKcgHoOiSVAQCSpNmzZ+u5557z2Pf666/rwQcf7PAY3n//fa9vq//973/foi04OFhJSUkeSw5s2rRJhxxySLtjqqur8/qP7a8NHDhQN998s89jP/74480+Hzt2rM81Or0lIBFYL7zwgtLT0z32BQUFeXyL/M0336wTTzzR76SKt8RxV/0j1d3ur47w0EMPefwahoaGKj09Xcccc0wXRIWucP/993tNDlssFjU0NMgwDI/nmUwm3XvvvR0cYfcybtw4WSwWj2USNm7cGJCksrc9HXrafbl8+XJt3769RXtISIjmzJnTBREdWFhYmGJiYjy+oJqbm6vf/OY3nR8UukxOTo4effTRFu2jR48OaFI5ISHBa19PK3kD9BUklQEAkqTTTz/da1L5hRde0A033NDujchaYxiGnnjiCY99/fr10+9+9zuPfaNGjfKY9Prxxx917rnntjuuzMzMVmvL7u/ggw/W3//+d5/H/nVSeeLEiX6dj461bds23XrrrR77jj32WJ1zzjn6wx/+0KKvsrJSF198sZYtWyaz2fftK0aNGuWxfc+ePSovL1d0dLTPYwVKd7q/As3pdGrJkiUe+x599NF2Ja4qKyvbfC4639/+9jfdc889HvssFov+/e9/q6ioSFdccYXHxHJTMrovJZZDQ0N1+OGH67///W+LvuXLl+uUU05p1/g1NTXauHFji3aTyaSjjz66XWN3trfffttj+4wZMxQTE9O5wfhh5MiRWrNmTYt2T18XfzU0NOjRRx9tcT+lpqbqzDPPbPf4CCxvGxX//PPPASt3I0n19fVe+yg5BXRPbNQHAJAkHXfccV6TWqWlpbrllls69PpvvvmmMjMzPfadeuqpLeopN5kwYYLH9i+++CIgca1YsSIg46BncblcuuiiizzWjgwJCdFLL72kq6++Wscdd5zH81esWOG1rII3EyZM8JiENgxDa9eu9Wssb+rr6/Xtt9+2+MjKyvIakye94f7atGmT7HZ7i/aIiAhddtll7RrbWy1YdD8PPvig7r77bo99FotFH3zwgU455RRddtlleumll7wmT+67774+lVSWpGnTpnls//zzz9s99rJlyzyugj700EMVGxvb7vE7i8Ph8LrJq6d3YHUn3n7+B2KTytWrV+uuu+7S3Xff3ewjIyOj3WMj8H6950KTqqoqbd26NWDXaW2jz8GDBwfsOgACh6QyAEBS4+qf6667zmv/m2++qWXLlnXItUtKSnT77bd7jeumm27yeq63pF5GRkZAEjueNgxB7/f3v/9dK1eu9Nh31113adSoUTKZTHrllVe8blh31113eX2hxJOoqCiPtcMlea017q8PPvhAxxxzTIuPf/7znx6P7833l6cV2FJjGZr2bkLIi1E9w8MPP6y77rrLY19wcLDee+89nXbaae62yy+/XP/85z9bTSz3pfrKp556qsf2n376ya+ffZ54S8SeffbZ7Rq3s6Wnp3ssYRQUFKTZs2d3QUS+8/bzf+XKlSoqKmrX2N5+px1xxBHtGhcd45BDDvG6eW8gXmRo4u1357BhwwK2OTCAwCKpDABwu+yyyzRw4ECv/eeee67Hzfzaw+l06vzzz/e6OuG8887zulpGkn772996/UP35Zdfbldsmzdv9vjWT/RumzZt0l//+lePfePGjWv2AsiwYcP08MMPezy2trZWF1xwgcfVdt54e8v4O++847H2r7+8JY9POOEEj+29+f7ytEpZ8v42X1/V1dXxYlQP8Oijj+ovf/mLx76mhPLpp5/eou+KK65oNbHs72Z/PdmkSZM0aNAgj30vvvhim8ctKyvTe++916LdbDbrggsuaPO4XWHBggUe2ydOnNjunzUdbfr06bJarS3anU6n3n333TaP29DQoHnz5nnsO/LII9s8LjqO1WrVpEmTPPZ98sknAbmGy+XSv//9b499xx57bECuASDwSCoDANzCwsI0d+5cr/0FBQX67W9/63HDmbZwuVy6+OKL9Z///Mdjv9Vq1d/+9rdWx4iMjPT4j78kPf300youLm5zfK2tkEbv5HA4dOGFF6qurq5Fn9ls1iuvvCKLxdKs/brrrvNaf3ft2rUH/B7e34UXXuixBMaePXv06quv+jyOJx9++KG+/fbbFu3JycmaPn26x3N68/0VFRXlsb2goKBd486dO1d5eXntGgMda+7cubrjjjs89gUHB+vdd9/VGWec4fX8K664Qi+++KLXxPI999zTJxLLJpPJa6mYV155Rbt3727TuA8++KDH0kPHH3+81w1NuyPDMLyuyPX2Ql53YrPZNGvWLI99c+fO9fh70hevvvqqx3eKHHHEET3q69vXzJgxw2P7J5980uZ7fX8vv/yysrOzPfa19vMYQNciqQwAaOacc87RzJkzvfZv27ZNRx11lNfVN74qLi7WySefrLfeesvrMY8++qiGDBlywLH++Mc/emyvrKzUjTfe2Kb43n77baWnp7fp3O7GMAz98MMPeu+99/Tkk0/q4Ycf1ssvv6zVq1d32SZp3dX999+vdevWeey77rrrdNRRR7VoN5lMevXVV72u6H3ooYf0/fff+3T9QYMGeU3i3nnnnSosLPRpnF/btWuXrrrqKo99N954Y4tE+f566/110EEHeWxfv359m/9BXrhwYZ8qf9AT/f3vf/dabikoKEhvv/22TxuFXXnllQdMLD/wwAPtirUnuPrqqxUeHt6ivaamptWSWt588803XuvRd/ULUf5at26d1zI7U6dO7eRo2sbbz/i8vDyv79Jpzd69e73WML/ooov8Hg+d59JLL/W4v0l9fb2uueYauVyuNo+9bt063XbbbR77hg4dqpNPPrnNYwPoYAYAAL9SXFxsDBw40JDU6seMGTOMb775xq+xq6qqjKefftqIi4trdew5c+b4Ne6sWbO8jvXII4/4NdZXX31lhISEtBrf1KlT/RrTk1+PedFFF7V7zP0VFhYaN9xwg3HQQQd5nYfNZjNuuOEGY+fOnQG9dlssW7bMY4z33HOPX+NMnTrV4zjLli1r9bz//ve/RlBQkMdzBw0aZFRUVLR6/uOPP+71eU5NTTVqamp8iv+nn34yLBaLx3EmTJhglJaW+vhMNMrJyTGGDRvmcbyhQ4caVVVVBxyjJ95fB1JXV2dERUV5vP4ZZ5xhuFwun8dyOp3GY489ZgQHBwdsXvfff7/HMZ577rk2zLbrXHTRRR7nEeifd774+9//7vVrExQUZLz33nt+j/niiy8aJpPJ67gPPPBAB8zEd53x/N9+++1e53/vvff6PM769esNm83WZT8TAu2hhx7yOJfg4GCjsrKyq8Pz2YknnuhxHiaTyVi4cKHP41RWVhqTJ0/2OFZERIRRUlLi9Vxvv9d37NjRpjm9/vrrAb8vvP1d29YYu6PLL7/c671+0003+fV7s8m3335rJCYmeh33tdde64CZAAgUksoAAI8yMjKMmJiYVhMkTR8jRowwbrjhBuPDDz80NmzYYNjtdqOurs5wOBxGaWmpsWHDBuOtt94yLr74Yp/GHDt27AETeL+2fft2IywszOuYF154oVFWVtbqGC6Xy3jmmWdaHSeQ/+B25D/5L730khEdHe3T10+SERYWZjz88MNt+ocgULoyqVxdXW2MGjXK6/OzePHiA17X6XR6/YdZknHjjTf6PIf77ruv1fstPT39gGM4HA7j+eefb/UFnM8//9yneHri/eWLs846y2sM5557rlFeXt7q+Q6Hw/jwww+NQw891Kf7bPTo0T7H9o9//MPjGL///e/bO+1O1V2Syk888YTXr0tQUJDxzjvvtHnsF154odsmljvj+a+oqDAGDRrkdf7XXHONUV1d7fV8l8tlzJs3z+uLPFar1Vi/fn3A4u0sM2bM8DiftLS0rg7NLz/99JPXFwKDg4ON+++/32hoaGh1jMzMTGPChAlev0ceffTRVs8nqdw97Ny50+jXr5/Xr+O0adOMLVu2+DRWYWGhcccdd3h9MV+Sceyxx3bp36UADoykMgDAqzVr1viVmAzEx+jRo429e/e2KV5v/yQ0fdhsNuOKK64wlixZYmRnZxsVFRXGvn37jM2bNxvPPvuscdhhh7U4JzQ01Dj11FNbtHfnpPLdd9/d5uf/jDPOMOrr6wMSh7+6Mql8ww03eH1OzjnnHJ+v3do/3yaT6YCrpZs0NDR4TUg0fRxxxBHG3/72NyM9Pd1Yv369sX37duP77783Pv74Y+P6669vNckjyfjjH//o87wMo+fdX75Yt25dq8nAxMRE489//rPx5ZdfGjk5OcbWrVuNNWvWGPPmzTMuu+wyIzk52eN5kydPNo444giPfU8//bSRnZ1trFmzxvj666+9xrZgwQKvcV1zzTXGN998Y2zbts3YtWuXkZmZ2SnPV1t0h6Rya0lPs9lsvPXWW+2+xvPPP+/1e+mggw5qdRVmR+qs53/p0qWtJoeSkpKMv/zlL8bSpUuN7OxsY9u2bcY333xjzJ071xg3blyrP1v8fTdEd9DQ0OA1SX799dd3dXh+e+aZZ1r9Gg0cONC47bbbjMWLFxvr1q0ztm/fbvzwww/GvHnzjDPPPLPV740xY8Yc8O8Oksrdx2uvvdbq94LZbDamTJliPPLII8bixYuN77//3ti+fbuxadMm4+uvvzaeeeYZ46yzzjJCQ0NbHSc5OdnIy8vr6ukCOACSygCAVm3cuNHrW+cD/XHssccaBQUF7Yr3tttuC2hM//znP40777yzRXt3TSo/9thjLcZNSEgw7r//fuP77783CgsLjd27dxurV6827r33Xo+JlmuvvbbdcbRFVyWVly1b5jUZZLPZ/P6efOSRR7x+Pw0ZMsTYt2+fT+OUl5e3uvK5PR+nnXaa4XQ6/ZqXYfSs+8tXV199dUDnNHHiRKOoqMi47rrrDnhsa/d8Xl5eqwnvX390V90hqWwYjWVg+vfv3ywGs9lsvPnmmwG7xnPPPddinsnJyUZWVlbAruGvznz+va2ub8/HBRdc0CNXKmZkZHid07vvvtvV4bXJlVdeGfCvb3JyspGTk3PAa5NU7l7OPvvsgH8v7P8RFxdn/Pjjj109TQA+YKM+AECrxo0bpx9++EH/93//12HXCA4O1u23364vv/xSiYmJ7Rrr0Ucf1Z/+9KeAxPXXv/5VV155ZUDG6gxr167VnXfe2axt1qxZ2rp1q+6++25NnDhRCQkJSklJ0VFHHaV77rlHmzZt0llnndXsnOeee05r167tzNC7TEVFhS6++GIZhuGx//HHH/f7e/KWW27RxIkTPfbl5ub6vLldv379lJ6erlmzZvl1/QO5+OKL9f7778ts9v/PwN54fz399NOaNm1aQMaaM2eOli1bpvj4eE2fPr1dY/Xv31/HHntsQOKCNHz48Ga/Y8xms15//fWA/m77wx/+oGeffdb9eXJyspYtW6ZRo0YF7Brd2Y033qi5c+cGbLxzzjlHr732mtfNELuzH374wWvfpEmTOjGSwHn++ed1+eWXB2y8pKQkLV26VMOHDw/YmOgcb7zxhk477bQOGXvUqFH67rvvdMghh3TI+AACi6QyAOCAYmNj9eabb+qLL75QWlpaQMc+4YQT9MMPP+iRRx5RcHBwQMZ84okn9MILL3jcpdoXFotFzz77rO67776AxNNZrrvuOtXX17s/P/744/Xxxx+rX79+Xs+JiorS22+/rcmTJzdr97Y7e29z4403aufOnR77TjjhBF188cV+jxkUFKTXX39dVqvVY/9rr72mTz/91KexIiMj9cknn2ju3LkKCwvzO5b92Ww2vfrqq63G5ovedn9ZLBYtWrRIZ555ZpvHOOigg/TWW2/p/fffV2RkpCTp5JNPbney5P7772/X+WguNTVVS5cuVUJCgl599VVdeOGFAb/Gtddeq2eeeUZJSUn66quvlJqaGvBrdGe33nqrFixYoISEhDaPERISoscee0zvvvtuwP4u6Gzr1q3z2J6YmKghQ4Z0bjABEhQUpJdffllPP/10m3/+Nzn99NO1ceNGjR07NkDRoTNZrVbNnz9fDz/8cLv/Ntl/zD/96U9au3atRowYEZAxAXQ8ksoAAJ+dcMIJ+v777/XFF1/ojDPOaPMfkjExMbr00kvdY40fPz7AkUpXX3211q1bp5kzZ/p13owZM7R+/Xpde+21AY+pI3333Xf67rvv3J+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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "from doped.utils.plotting import format_defect_name\n", + "\n", + "# Define a range of temperatures to scan over (in Kelvin)\n", + "temperatures = range(300, 1410, 50)\n", + "\n", + "\n", + "# First plot: Scan temperature with fixed defects {\"Cd_Te\": 1e17, \"v_Cd\": 1e15}\n", + "temperature_df_py = py_fs.scan_temperature(\n", + " chempots={'Cd': 0.0, 'Te': -1.2513},\n", + " temperature_range=temperatures, \n", + " fixed_defects={\"Cd_Te\": 1e17, \"v_Cd\": 1e15}\n", + ")\n", + "\n", + "# Create unique list of defects and plot concentrations\n", + "unique_defects = temperature_df_py.index.unique()\n", + "fig, ax = plt.subplots()\n", + "\n", + "for defect in unique_defects:\n", + " plot_data = temperature_df_py.loc[defect]\n", + " ax.plot(\n", + " plot_data[\"Temperature\"], \n", + " plot_data[\"Concentration (cm^-3)\"], \n", + " label=format_defect_name(defect, include_site_info_in_name=True, wout_charge=True), \n", + " color=defect_colors.get(defect, \"C7\"), \n", + " marker=\"o\",\n", + " alpha=0.25\n", + " )\n", + "\n", + "# Plot the hole and electron concentrations\n", + "ax.plot(\n", + " plot_data[\"Temperature\"], plot_data[\"Holes (cm^-3)\"], \n", + " marker=\"o\", linestyle=\"--\", color=\"#999999\", alpha=0.5, label=\"Holes\"\n", + ")\n", + "ax.plot(\n", + " plot_data[\"Temperature\"], plot_data[\"Electrons (cm^-3)\"], \n", + " marker=\"o\", linestyle=\"--\", color=\"#333333\", alpha=0.5, label=\"Electrons\"\n", + ")\n", + "\n", + "# Set plot labels and scaling\n", + "ax.set_xlabel(\"Temperature (K)\")\n", + "ax.set_ylabel(\"Concentration (cm${^-3}$)\")\n", + "ax.set_xlim(300, 1400)\n", + "ax.set_ylim(1e13, 1e18)\n", + "ax.set_yscale(\"log\")\n", + "plt.title(f\"Defect concentrations with {format_defect_name(\"Cd_Te\", include_site_info_in_name=False, wout_charge=True)} and {format_defect_name(\"v_Cd\", include_site_info_in_name=False, wout_charge=True)} fixed\")\n", + "ax.legend()\n", + "plt.show()\n", + "\n", + "# Second plot: Scan temperature with fixed defect {\"Cd_Te_+1\": 1e17}\n", + "temperature_df_py = py_fs.scan_temperature(\n", + " chempots={'Cd': 0.0, 'Te': -1.2513},\n", + " temperature_range=temperatures, \n", + " fixed_defects={\"Cd_Te_+1\": 1e17}\n", + ")\n", + "\n", + "# Create unique list of defects and plot concentrations\n", + "unique_defects = temperature_df_py.index.unique()\n", + "fig, ax = plt.subplots()\n", + "\n", + "for defect in unique_defects:\n", + " plot_data = temperature_df_py.loc[defect]\n", + " ax.plot(\n", + " plot_data[\"Temperature\"], \n", + " plot_data[\"Concentration (cm^-3)\"], \n", + " label=format_defect_name(defect, include_site_info_in_name=True, wout_charge=True), \n", + " color=defect_colors.get(defect, \"C7\"), \n", + " marker=\"o\",\n", + " alpha=0.25\n", + " )\n", + "\n", + "# Plot the hole and electron concentrations\n", + "ax.plot(\n", + " plot_data[\"Temperature\"], plot_data[\"Holes (cm^-3)\"], \n", + " marker=\"o\", linestyle=\"--\", color=\"#999999\", alpha=0.5, label=\"Holes\"\n", + ")\n", + "ax.plot(\n", + " plot_data[\"Temperature\"], plot_data[\"Electrons (cm^-3)\"], \n", + " marker=\"o\", linestyle=\"--\", color=\"#333333\", alpha=0.5, label=\"Electrons\"\n", + ")\n", + "\n", + "# Set plot labels and scaling\n", + "ax.set_xlabel(\"Temperature (K)\")\n", + "ax.set_ylabel(\"Concentration (cm${^-3}$)\")\n", + "ax.set_xlim(300, 1400)\n", + "ax.set_ylim(1e13, 1e18)\n", + "ax.set_yscale(\"log\")\n", + "plt.title(rf\"{format_defect_name('Cd_Te_+1', include_site_info_in_name=False)} fixed at $1 \\times 10^{17}$ cm$^{-3}$\")\n", + "ax.legend()\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "plot_data" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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TemperatureFermi LevelHoles (cm^-3)Electrons (cm^-3)Concentration (cm^-3)μ_Cdμ_Te
Defect
Te_i_Td_Te2.833001.3138918.534191e-046.429019e+131.494502e-290.0-1.2513
v_Cd3001.3138918.534191e-046.429019e+134.090927e+010.0-1.2513
Cd_i_Td_Cd2.833001.3138918.534191e-046.429019e+137.702070e-130.0-1.2513
Cd_Te3001.3138918.534191e-046.429019e+131.000000e+150.0-1.2513
Te_Cd3001.3138918.534191e-046.429019e+131.661058e-440.0-1.2513
........................
Cd_i_Td_Cd2.8314001.1020782.172394e+162.332195e+178.377188e+150.0-1.2513
Cd_Te14001.1020782.172394e+162.332195e+171.000000e+150.0-1.2513
Te_Cd14001.1020782.172394e+162.332195e+174.149955e+080.0-1.2513
Cd_i_Td_Te2.8314001.1020782.172394e+162.332195e+179.688995e+160.0-1.2513
v_Te14001.1020782.172394e+162.332195e+175.496631e+160.0-1.2513
\n", + "

161 rows × 7 columns

\n", + "
" + ], + "text/plain": [ + " Temperature Fermi Level Holes (cm^-3) Electrons (cm^-3) \\\n", + "Defect \n", + "Te_i_Td_Te2.83 300 1.313891 8.534191e-04 6.429019e+13 \n", + "v_Cd 300 1.313891 8.534191e-04 6.429019e+13 \n", + "Cd_i_Td_Cd2.83 300 1.313891 8.534191e-04 6.429019e+13 \n", + "Cd_Te 300 1.313891 8.534191e-04 6.429019e+13 \n", + "Te_Cd 300 1.313891 8.534191e-04 6.429019e+13 \n", + "... ... ... ... ... \n", + "Cd_i_Td_Cd2.83 1400 1.102078 2.172394e+16 2.332195e+17 \n", + "Cd_Te 1400 1.102078 2.172394e+16 2.332195e+17 \n", + "Te_Cd 1400 1.102078 2.172394e+16 2.332195e+17 \n", + "Cd_i_Td_Te2.83 1400 1.102078 2.172394e+16 2.332195e+17 \n", + "v_Te 1400 1.102078 2.172394e+16 2.332195e+17 \n", + "\n", + " Concentration (cm^-3) μ_Cd μ_Te \n", + "Defect \n", + "Te_i_Td_Te2.83 1.494502e-29 0.0 -1.2513 \n", + "v_Cd 4.090927e+01 0.0 -1.2513 \n", + "Cd_i_Td_Cd2.83 7.702070e-13 0.0 -1.2513 \n", + "Cd_Te 1.000000e+15 0.0 -1.2513 \n", + "Te_Cd 1.661058e-44 0.0 -1.2513 \n", + "... ... ... ... \n", + "Cd_i_Td_Cd2.83 8.377188e+15 0.0 -1.2513 \n", + "Cd_Te 1.000000e+15 0.0 -1.2513 \n", + "Te_Cd 4.149955e+08 0.0 -1.2513 \n", + "Cd_i_Td_Te2.83 9.688995e+16 0.0 -1.2513 \n", + "v_Te 5.496631e+16 0.0 -1.2513 \n", + "\n", + "[161 rows x 7 columns]" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "temperature_df_py" + ] }, { "cell_type": "markdown", @@ -653,7 +991,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 10, "metadata": { "ExecuteTime": { "end_time": "2024-03-13T17:17:07.819520Z", @@ -665,7 +1003,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "957it [00:27, 34.71it/s]\n" + "957it [00:29, 32.73it/s]\n" ] } ], @@ -714,7 +1052,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 11, "metadata": { "ExecuteTime": { "end_time": "2024-03-11T17:35:28.345751Z", @@ -806,7 +1144,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 12, "metadata": {}, "outputs": [ { @@ -856,7 +1194,7 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 13, "metadata": { "ExecuteTime": { "end_time": "2024-03-11T17:34:43.764685Z", @@ -868,8 +1206,8 @@ "name": "stderr", "output_type": "stream", "text": [ - "39it [00:01, 33.65it/s]\n", - "39it [00:01, 34.42it/s]" + "39it [00:01, 33.16it/s]\n", + "39it [00:01, 31.61it/s]" ] }, { @@ -934,7 +1272,7 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 14, "metadata": {}, "outputs": [ { @@ -957,14 +1295,14 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 15, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ - "16it [00:00, 65.28it/s]" + "22it [00:00, 104.51it/s]" ] }, { @@ -981,8 +1319,8 @@ "name": "stderr", "output_type": "stream", "text": [ - "29it [00:00, 73.85it/s]\n", - "29it [00:00, 101.95it/s]\n" + "29it [00:00, 102.58it/s]\n", + "29it [00:00, 95.00it/s]\n" ] }, { @@ -1033,7 +1371,7 @@ " \n", " \n", " \n", - " F_O\n", + " Int_F\n", " 1000\n", " 300\n", " -13.30255\n", @@ -1046,7 +1384,7 @@ " -0.687686\n", " \n", " \n", - " Int_F\n", + " F_O\n", " 1000\n", " 300\n", " -13.30255\n", @@ -1065,21 +1403,21 @@ "text/plain": [ " Annealing Temperature Quenched Temperature Fermi Level \\\n", "Defect \n", - "F_O 1000 300 -13.30255 \n", "Int_F 1000 300 -13.30255 \n", + "F_O 1000 300 -13.30255 \n", "\n", " Holes (cm^-3) Electrons (cm^-3) Concentration (cm^-3) μ_Y \\\n", "Defect \n", - "F_O 2.643198e+23 7.814353e-246 4.014571e+40 -5.249067 \n", "Int_F 2.643198e+23 7.814353e-246 4.014571e+40 -5.249067 \n", + "F_O 2.643198e+23 7.814353e-246 4.014571e+40 -5.249067 \n", "\n", " μ_Ti μ_O μ_S \n", "Defect \n", - "F_O -3.92471 -3.30669 -0.687686 \n", - "Int_F -3.92471 -3.30669 -0.687686 " + "Int_F -3.92471 -3.30669 -0.687686 \n", + "F_O -3.92471 -3.30669 -0.687686 " ] }, - "execution_count": 14, + "execution_count": 15, "metadata": {}, "output_type": "execute_result" } @@ -1095,31 +1433,692 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 16, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ - " 0%| | 0/22 [00:00 1\u001b[0m \u001b[43mfs\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mscan_temperature\u001b[49m\u001b[43m(\u001b[49m\u001b[43mtemperature_range\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;28;43mrange\u001b[39;49m\u001b[43m(\u001b[49m\u001b[38;5;241;43m300\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m1400\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m50\u001b[39;49m\u001b[43m)\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mlimit\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mY-rich\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m)\u001b[49m\n", - "File \u001b[0;32m~/work/post_ucl/doped/doped/interface/fermi_solver.py:1007\u001b[0m, in \u001b[0;36mFermiSolver.scan_temperature\u001b[0;34m(self, annealing_temperature_range, quenched_temperature_range, temperature_range, chempots, limit, el_refs, effective_dopant_concentration, fix_charge_states, fixed_defects, free_defects)\u001b[0m\n\u001b[1;32m 986\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m annealing_temperature_range \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[1;32m 987\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m pd\u001b[38;5;241m.\u001b[39mconcat(\n\u001b[1;32m 988\u001b[0m [\n\u001b[1;32m 989\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mpseudo_equilibrium_solve(\n\u001b[0;32m (...)\u001b[0m\n\u001b[1;32m 1002\u001b[0m ]\n\u001b[1;32m 1003\u001b[0m )\n\u001b[1;32m 1005\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m pd\u001b[38;5;241m.\u001b[39mconcat(\n\u001b[1;32m 1006\u001b[0m [\n\u001b[0;32m-> 1007\u001b[0m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mequilibrium_solve\u001b[49m\u001b[43m(\u001b[49m\n\u001b[1;32m 1008\u001b[0m \u001b[43m \u001b[49m\u001b[43msingle_chempot_dict\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43msingle_chempot_dict\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 1009\u001b[0m \u001b[43m \u001b[49m\u001b[43mel_refs\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mel_refs\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 1010\u001b[0m \u001b[43m \u001b[49m\u001b[43mtemperature\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mtemperature\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 1011\u001b[0m \u001b[43m \u001b[49m\u001b[43meffective_dopant_concentration\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43meffective_dopant_concentration\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 1012\u001b[0m \u001b[43m \u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 1013\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m temperature \u001b[38;5;129;01min\u001b[39;00m tqdm(temperature_range)\n\u001b[1;32m 1014\u001b[0m ]\n\u001b[1;32m 1015\u001b[0m )\n", - "File \u001b[0;32m~/work/post_ucl/doped/doped/interface/fermi_solver.py:544\u001b[0m, in \u001b[0;36mFermiSolver.equilibrium_solve\u001b[0;34m(self, single_chempot_dict, el_refs, temperature, effective_dopant_concentration, append_chempots, fixed_defects)\u001b[0m\n\u001b[1;32m 538\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_activate_py_sc_fermi_backend(\n\u001b[1;32m 539\u001b[0m error_message\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mThe `fix_charge_states` and `free_defects` options are only supported \u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[1;32m 540\u001b[0m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mfor the py-sc-fermi backend\u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[1;32m 541\u001b[0m )\n\u001b[1;32m 543\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mbackend \u001b[38;5;241m==\u001b[39m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mdoped\u001b[39m\u001b[38;5;124m\"\u001b[39m \u001b[38;5;129;01mand\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m py_sc_fermi_required:\n\u001b[0;32m--> 544\u001b[0m fermi_level, electrons, holes \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_get_fermi_level_and_carriers\u001b[49m\u001b[43m(\u001b[49m\n\u001b[1;32m 545\u001b[0m \u001b[43m \u001b[49m\u001b[43msingle_chempot_dict\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43msingle_chempot_dict\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 546\u001b[0m \u001b[43m \u001b[49m\u001b[43mel_refs\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mel_refs\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 547\u001b[0m \u001b[43m \u001b[49m\u001b[43mtemperature\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mtemperature\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 548\u001b[0m \u001b[43m \u001b[49m\u001b[43meffective_dopant_concentration\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43meffective_dopant_concentration\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 549\u001b[0m \u001b[43m \u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 550\u001b[0m concentrations \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mdefect_thermodynamics\u001b[38;5;241m.\u001b[39mget_equilibrium_concentrations(\n\u001b[1;32m 551\u001b[0m chempots\u001b[38;5;241m=\u001b[39msingle_chempot_dict,\n\u001b[1;32m 552\u001b[0m el_refs\u001b[38;5;241m=\u001b[39mel_refs,\n\u001b[0;32m (...)\u001b[0m\n\u001b[1;32m 557\u001b[0m skip_formatting\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mFalse\u001b[39;00m,\n\u001b[1;32m 558\u001b[0m )\n\u001b[1;32m 559\u001b[0m concentrations \u001b[38;5;241m=\u001b[39m _add_effective_dopant_concentration(\n\u001b[1;32m 560\u001b[0m concentrations, effective_dopant_concentration\n\u001b[1;32m 561\u001b[0m )\n", - "File \u001b[0;32m~/work/post_ucl/doped/doped/interface/fermi_solver.py:416\u001b[0m, in \u001b[0;36mFermiSolver._get_fermi_level_and_carriers\u001b[0;34m(self, single_chempot_dict, el_refs, temperature, effective_dopant_concentration)\u001b[0m\n\u001b[1;32m 373\u001b[0m \u001b[38;5;250m\u001b[39m\u001b[38;5;124;03m\"\"\"\u001b[39;00m\n\u001b[1;32m 374\u001b[0m \u001b[38;5;124;03mCalculate the equilibrium Fermi level and carrier concentrations under\u001b[39;00m\n\u001b[1;32m 375\u001b[0m \u001b[38;5;124;03ma given chemical potential regime and temperature.\u001b[39;00m\n\u001b[0;32m (...)\u001b[0m\n\u001b[1;32m 413\u001b[0m \u001b[38;5;124;03m - The hole concentration (float) in cm^-3.\u001b[39;00m\n\u001b[1;32m 414\u001b[0m \u001b[38;5;124;03m\"\"\"\u001b[39;00m\n\u001b[1;32m 415\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_check_required_backend_and_error(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mdoped\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[0;32m--> 416\u001b[0m fermi_level, electrons, holes \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mdefect_thermodynamics\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mget_equilibrium_fermi_level\u001b[49m\u001b[43m(\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;66;43;03m# type: ignore\u001b[39;49;00m\n\u001b[1;32m 417\u001b[0m \u001b[43m \u001b[49m\u001b[43mchempots\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43msingle_chempot_dict\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 418\u001b[0m \u001b[43m \u001b[49m\u001b[43mel_refs\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mel_refs\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 419\u001b[0m \u001b[43m \u001b[49m\u001b[43mtemperature\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mtemperature\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 420\u001b[0m \u001b[43m \u001b[49m\u001b[43mreturn_concs\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;28;43;01mTrue\u001b[39;49;00m\u001b[43m,\u001b[49m\n\u001b[1;32m 421\u001b[0m \u001b[43m \u001b[49m\u001b[43meffective_dopant_concentration\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43meffective_dopant_concentration\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 422\u001b[0m \u001b[43m\u001b[49m\u001b[43m)\u001b[49m \u001b[38;5;66;03m# use already-set bulk dos\u001b[39;00m\n\u001b[1;32m 423\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m fermi_level, electrons, holes\n", - "File \u001b[0;32m~/work/post_ucl/doped/doped/thermodynamics.py:1769\u001b[0m, in \u001b[0;36mDefectThermodynamics.get_equilibrium_fermi_level\u001b[0;34m(self, bulk_dos, chempots, limit, el_refs, temperature, return_concs, skip_check, effective_dopant_concentration)\u001b[0m\n\u001b[1;32m 1766\u001b[0m warnings\u001b[38;5;241m.\u001b[39mfilterwarnings(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mignore\u001b[39m\u001b[38;5;124m\"\u001b[39m, \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mNo chemical potentials\u001b[39m\u001b[38;5;124m\"\u001b[39m) \u001b[38;5;66;03m# ignore chempots warning,\u001b[39;00m\n\u001b[1;32m 1767\u001b[0m \u001b[38;5;66;03m# as given once above\u001b[39;00m\n\u001b[0;32m-> 1769\u001b[0m eq_fermi_level: \u001b[38;5;28mfloat\u001b[39m \u001b[38;5;241m=\u001b[39m \u001b[43mbrentq\u001b[49m\u001b[43m(\u001b[49m\u001b[43m_get_total_q\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m-\u001b[39;49m\u001b[38;5;241;43m1.0\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mband_gap\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m+\u001b[39;49m\u001b[43m \u001b[49m\u001b[38;5;241;43m1.0\u001b[39;49m\u001b[43m)\u001b[49m \u001b[38;5;66;03m# type: ignore\u001b[39;00m\n\u001b[1;32m 1770\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m return_concs:\n\u001b[1;32m 1771\u001b[0m e_conc, h_conc \u001b[38;5;241m=\u001b[39m get_e_h_concs(\n\u001b[1;32m 1772\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mbulk_dos, eq_fermi_level \u001b[38;5;241m+\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mvbm, temperature \u001b[38;5;66;03m# type: ignore\u001b[39;00m\n\u001b[1;32m 1773\u001b[0m )\n", - "File \u001b[0;32m~/anaconda3/envs/dopey_fermi_final/lib/python3.12/site-packages/scipy/optimize/_zeros_py.py:806\u001b[0m, in \u001b[0;36mbrentq\u001b[0;34m(f, a, b, args, xtol, rtol, maxiter, full_output, disp)\u001b[0m\n\u001b[1;32m 804\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mValueError\u001b[39;00m(\u001b[38;5;124mf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mrtol too small (\u001b[39m\u001b[38;5;132;01m{\u001b[39;00mrtol\u001b[38;5;132;01m:\u001b[39;00m\u001b[38;5;124mg\u001b[39m\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m < \u001b[39m\u001b[38;5;132;01m{\u001b[39;00m_rtol\u001b[38;5;132;01m:\u001b[39;00m\u001b[38;5;124mg\u001b[39m\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m)\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[1;32m 805\u001b[0m f \u001b[38;5;241m=\u001b[39m _wrap_nan_raise(f)\n\u001b[0;32m--> 806\u001b[0m r \u001b[38;5;241m=\u001b[39m \u001b[43m_zeros\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_brentq\u001b[49m\u001b[43m(\u001b[49m\u001b[43mf\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43ma\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mb\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mxtol\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mrtol\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mmaxiter\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43margs\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mfull_output\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mdisp\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 807\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m results_c(full_output, r, \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mbrentq\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n", - "\u001b[0;31mValueError\u001b[0m: f(a) and f(b) must have different signs" - ] + "data": { + "text/html": [ + "
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TemperatureFermi LevelHoles (cm^-3)Electrons (cm^-3)Concentration (cm^-3)μ_Yμ_Tiμ_Oμ_S
Defect
Int_F3001.8275231.104951e-171.166629e+094.937633e+94-3.3869-1.50037-4.52075-1.93904
F_O3001.8275231.104951e-171.166629e+094.937633e+94-3.3869-1.50037-4.52075-1.93904
Int_F3501.8275234.365548e-126.356250e+101.901578e+84-3.3869-1.50037-4.52075-1.93904
F_O3501.8275234.365548e-126.356250e+101.901578e+84-3.3869-1.50037-4.52075-1.93904
Int_F4001.8275236.881941e-081.274683e+122.939751e+76-3.3869-1.50037-4.52075-1.93904
F_O4001.8275236.881941e-081.274683e+122.939751e+76-3.3869-1.50037-4.52075-1.93904
Int_F4501.8275231.267126e-041.312881e+132.473097e+70-3.3869-1.50037-4.52075-1.93904
F_O4501.8275231.267126e-041.312881e+132.473097e+70-3.3869-1.50037-4.52075-1.93904
Int_F5001.8275235.191193e-028.481724e+133.413387e+65-3.3869-1.50037-4.52075-1.93904
F_O5001.8275235.191193e-028.481724e+133.413387e+65-3.3869-1.50037-4.52075-1.93904
Int_F5501.8275237.131528e+003.903222e+143.603931e+61-3.3869-1.50037-4.52075-1.93904
F_O5501.8275237.131528e+003.903222e+143.603931e+61-3.3869-1.50037-4.52075-1.93904
Int_F6001.8275234.318348e+021.392751e+151.750259e+58-3.3869-1.50037-4.52075-1.93904
F_O6001.8275234.318348e+021.392751e+151.750259e+58-3.3869-1.50037-4.52075-1.93904
Int_F6501.8275231.392759e+044.086330e+152.749312e+55-3.3869-1.50037-4.52075-1.93904
F_O6501.8275231.392759e+044.086330e+152.749312e+55-3.3869-1.50037-4.52075-1.93904
Int_F7001.8275232.738811e+051.028061e+161.086175e+53-3.3869-1.50037-4.52075-1.93904
F_O7001.8275232.738811e+051.028061e+161.086175e+53-3.3869-1.50037-4.52075-1.93904
Int_F7501.8275233.625871e+062.287122e+168.974680e+50-3.3869-1.50037-4.52075-1.93904
F_O7501.8275233.625871e+062.287122e+168.974680e+50-3.3869-1.50037-4.52075-1.93904
Int_F8001.8275233.480896e+074.604359e+161.350511e+49-3.3869-1.50037-4.52075-1.93904
F_O8001.8275233.480896e+074.604359e+161.350511e+49-3.3869-1.50037-4.52075-1.93904
Int_F8501.8275232.564833e+088.537438e+163.329596e+47-3.3869-1.50037-4.52075-1.93904
F_O8501.8275232.564833e+088.537438e+163.329596e+47-3.3869-1.50037-4.52075-1.93904
Int_F9001.8275231.515960e+091.478205e+171.238692e+46-3.3869-1.50037-4.52075-1.93904
F_O9001.8275231.515960e+091.478205e+171.238692e+46-3.3869-1.50037-4.52075-1.93904
Int_F9501.8275237.442245e+092.416071e+176.516306e+44-3.3869-1.50037-4.52075-1.93904
F_O9501.8275237.442245e+092.416071e+176.516306e+44-3.3869-1.50037-4.52075-1.93904
Int_F10001.8275233.120343e+103.760391e+174.601884e+43-3.3869-1.50037-4.52075-1.93904
F_O10001.8275233.120343e+103.760391e+174.601884e+43-3.3869-1.50037-4.52075-1.93904
Int_F10501.8275231.142797e+115.612690e+174.183071e+42-3.3869-1.50037-4.52075-1.93904
F_O10501.8275231.142797e+115.612690e+174.183071e+42-3.3869-1.50037-4.52075-1.93904
Int_F11001.8275233.723976e+118.080500e+174.728584e+41-3.3869-1.50037-4.52075-1.93904
F_O11001.8275233.723976e+118.080500e+174.728584e+41-3.3869-1.50037-4.52075-1.93904
Int_F11501.8275231.096286e+121.127500e+186.460920e+40-3.3869-1.50037-4.52075-1.93904
F_O11501.8275231.096286e+121.127500e+186.460920e+40-3.3869-1.50037-4.52075-1.93904
Int_F12001.8275232.952735e+121.530895e+181.042063e+40-3.3869-1.50037-4.52075-1.93904
F_O12001.8275232.952735e+121.530895e+181.042063e+40-3.3869-1.50037-4.52075-1.93904
Int_F12501.8275237.354128e+122.029504e+181.944848e+39-3.3869-1.50037-4.52075-1.93904
F_O12501.8275237.354128e+122.029504e+181.944848e+39-3.3869-1.50037-4.52075-1.93904
Int_F13001.8275231.709046e+132.634468e+184.130046e+38-3.3869-1.50037-4.52075-1.93904
F_O13001.8275231.709046e+132.634468e+184.130046e+38-3.3869-1.50037-4.52075-1.93904
Int_F13501.8275233.734417e+133.356724e+189.837186e+37-3.3869-1.50037-4.52075-1.93904
F_O13501.8275233.734417e+133.356724e+189.837186e+37-3.3869-1.50037-4.52075-1.93904
\n", + "
" + ], + "text/plain": [ + " Temperature Fermi Level Holes (cm^-3) Electrons (cm^-3) \\\n", + "Defect \n", + "Int_F 300 1.827523 1.104951e-17 1.166629e+09 \n", + "F_O 300 1.827523 1.104951e-17 1.166629e+09 \n", + "Int_F 350 1.827523 4.365548e-12 6.356250e+10 \n", + "F_O 350 1.827523 4.365548e-12 6.356250e+10 \n", + "Int_F 400 1.827523 6.881941e-08 1.274683e+12 \n", + "F_O 400 1.827523 6.881941e-08 1.274683e+12 \n", + "Int_F 450 1.827523 1.267126e-04 1.312881e+13 \n", + "F_O 450 1.827523 1.267126e-04 1.312881e+13 \n", + "Int_F 500 1.827523 5.191193e-02 8.481724e+13 \n", + "F_O 500 1.827523 5.191193e-02 8.481724e+13 \n", + "Int_F 550 1.827523 7.131528e+00 3.903222e+14 \n", + "F_O 550 1.827523 7.131528e+00 3.903222e+14 \n", + "Int_F 600 1.827523 4.318348e+02 1.392751e+15 \n", + "F_O 600 1.827523 4.318348e+02 1.392751e+15 \n", + "Int_F 650 1.827523 1.392759e+04 4.086330e+15 \n", + "F_O 650 1.827523 1.392759e+04 4.086330e+15 \n", + "Int_F 700 1.827523 2.738811e+05 1.028061e+16 \n", + "F_O 700 1.827523 2.738811e+05 1.028061e+16 \n", + "Int_F 750 1.827523 3.625871e+06 2.287122e+16 \n", + "F_O 750 1.827523 3.625871e+06 2.287122e+16 \n", + "Int_F 800 1.827523 3.480896e+07 4.604359e+16 \n", + "F_O 800 1.827523 3.480896e+07 4.604359e+16 \n", + "Int_F 850 1.827523 2.564833e+08 8.537438e+16 \n", + "F_O 850 1.827523 2.564833e+08 8.537438e+16 \n", + "Int_F 900 1.827523 1.515960e+09 1.478205e+17 \n", + "F_O 900 1.827523 1.515960e+09 1.478205e+17 \n", + "Int_F 950 1.827523 7.442245e+09 2.416071e+17 \n", + "F_O 950 1.827523 7.442245e+09 2.416071e+17 \n", + "Int_F 1000 1.827523 3.120343e+10 3.760391e+17 \n", + "F_O 1000 1.827523 3.120343e+10 3.760391e+17 \n", + "Int_F 1050 1.827523 1.142797e+11 5.612690e+17 \n", + "F_O 1050 1.827523 1.142797e+11 5.612690e+17 \n", + "Int_F 1100 1.827523 3.723976e+11 8.080500e+17 \n", + "F_O 1100 1.827523 3.723976e+11 8.080500e+17 \n", + "Int_F 1150 1.827523 1.096286e+12 1.127500e+18 \n", + "F_O 1150 1.827523 1.096286e+12 1.127500e+18 \n", + "Int_F 1200 1.827523 2.952735e+12 1.530895e+18 \n", + "F_O 1200 1.827523 2.952735e+12 1.530895e+18 \n", + "Int_F 1250 1.827523 7.354128e+12 2.029504e+18 \n", + "F_O 1250 1.827523 7.354128e+12 2.029504e+18 \n", + "Int_F 1300 1.827523 1.709046e+13 2.634468e+18 \n", + "F_O 1300 1.827523 1.709046e+13 2.634468e+18 \n", + "Int_F 1350 1.827523 3.734417e+13 3.356724e+18 \n", + "F_O 1350 1.827523 3.734417e+13 3.356724e+18 \n", + "\n", + " Concentration (cm^-3) μ_Y μ_Ti μ_O μ_S \n", + "Defect \n", + "Int_F 4.937633e+94 -3.3869 -1.50037 -4.52075 -1.93904 \n", + "F_O 4.937633e+94 -3.3869 -1.50037 -4.52075 -1.93904 \n", + "Int_F 1.901578e+84 -3.3869 -1.50037 -4.52075 -1.93904 \n", + "F_O 1.901578e+84 -3.3869 -1.50037 -4.52075 -1.93904 \n", + "Int_F 2.939751e+76 -3.3869 -1.50037 -4.52075 -1.93904 \n", + "F_O 2.939751e+76 -3.3869 -1.50037 -4.52075 -1.93904 \n", + "Int_F 2.473097e+70 -3.3869 -1.50037 -4.52075 -1.93904 \n", + "F_O 2.473097e+70 -3.3869 -1.50037 -4.52075 -1.93904 \n", + "Int_F 3.413387e+65 -3.3869 -1.50037 -4.52075 -1.93904 \n", + "F_O 3.413387e+65 -3.3869 -1.50037 -4.52075 -1.93904 \n", + "Int_F 3.603931e+61 -3.3869 -1.50037 -4.52075 -1.93904 \n", + "F_O 3.603931e+61 -3.3869 -1.50037 -4.52075 -1.93904 \n", + "Int_F 1.750259e+58 -3.3869 -1.50037 -4.52075 -1.93904 \n", + "F_O 1.750259e+58 -3.3869 -1.50037 -4.52075 -1.93904 \n", + "Int_F 2.749312e+55 -3.3869 -1.50037 -4.52075 -1.93904 \n", + "F_O 2.749312e+55 -3.3869 -1.50037 -4.52075 -1.93904 \n", + "Int_F 1.086175e+53 -3.3869 -1.50037 -4.52075 -1.93904 \n", + "F_O 1.086175e+53 -3.3869 -1.50037 -4.52075 -1.93904 \n", + "Int_F 8.974680e+50 -3.3869 -1.50037 -4.52075 -1.93904 \n", + "F_O 8.974680e+50 -3.3869 -1.50037 -4.52075 -1.93904 \n", + "Int_F 1.350511e+49 -3.3869 -1.50037 -4.52075 -1.93904 \n", + "F_O 1.350511e+49 -3.3869 -1.50037 -4.52075 -1.93904 \n", + "Int_F 3.329596e+47 -3.3869 -1.50037 -4.52075 -1.93904 \n", + "F_O 3.329596e+47 -3.3869 -1.50037 -4.52075 -1.93904 \n", + "Int_F 1.238692e+46 -3.3869 -1.50037 -4.52075 -1.93904 \n", + "F_O 1.238692e+46 -3.3869 -1.50037 -4.52075 -1.93904 \n", + "Int_F 6.516306e+44 -3.3869 -1.50037 -4.52075 -1.93904 \n", + "F_O 6.516306e+44 -3.3869 -1.50037 -4.52075 -1.93904 \n", + "Int_F 4.601884e+43 -3.3869 -1.50037 -4.52075 -1.93904 \n", + "F_O 4.601884e+43 -3.3869 -1.50037 -4.52075 -1.93904 \n", + "Int_F 4.183071e+42 -3.3869 -1.50037 -4.52075 -1.93904 \n", + "F_O 4.183071e+42 -3.3869 -1.50037 -4.52075 -1.93904 \n", + "Int_F 4.728584e+41 -3.3869 -1.50037 -4.52075 -1.93904 \n", + "F_O 4.728584e+41 -3.3869 -1.50037 -4.52075 -1.93904 \n", + "Int_F 6.460920e+40 -3.3869 -1.50037 -4.52075 -1.93904 \n", + "F_O 6.460920e+40 -3.3869 -1.50037 -4.52075 -1.93904 \n", + "Int_F 1.042063e+40 -3.3869 -1.50037 -4.52075 -1.93904 \n", + "F_O 1.042063e+40 -3.3869 -1.50037 -4.52075 -1.93904 \n", + "Int_F 1.944848e+39 -3.3869 -1.50037 -4.52075 -1.93904 \n", + "F_O 1.944848e+39 -3.3869 -1.50037 -4.52075 -1.93904 \n", + "Int_F 4.130046e+38 -3.3869 -1.50037 -4.52075 -1.93904 \n", + "F_O 4.130046e+38 -3.3869 -1.50037 -4.52075 -1.93904 \n", + "Int_F 9.837186e+37 -3.3869 -1.50037 -4.52075 -1.93904 \n", + "F_O 9.837186e+37 -3.3869 -1.50037 -4.52075 -1.93904 " + ] + }, + "execution_count": 16, + "metadata": {}, + "output_type": "execute_result" } ], "source": [ @@ -1128,131 +2127,20 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 17, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "{'limits': {'Y2Ti2O7-Y2Ti2S2O5-TiS-Y2SO2': {'Y': -10.810584206250008,\n", - " 'Ti': -10.97488572750001,\n", - " 'O': -11.189590387499996,\n", - " 'S': -7.018195012499991},\n", - " 'Y2Ti2O7-Y2Ti2S2O5-TiS-TiO2': {'Y': -10.942869825000011,\n", - " 'Ti': -11.027799975000011,\n", - " 'O': -11.136676139999995,\n", - " 'S': -6.9652807649999895},\n", - " 'Y2S3-Y2Ti2S2O5-TiS-Y2SO2': {'Y': -11.251089075,\n", - " 'Ti': -11.503491570000001,\n", - " 'O': -11.013388440000002,\n", - " 'S': -6.489589169999999},\n", - " 'Ti5S8-Y2Ti2S2O5-TiS-TiO2': {'Y': -11.590830043749994,\n", - " 'Ti': -11.54616815,\n", - " 'O': -10.877492052500001,\n", - " 'S': -6.446912590000001},\n", - " 'Ti5S8-Y2S3-Y2Ti2S2O5-TiS': {'Y': -11.315103944999997,\n", - " 'Ti': -11.54616815,\n", - " 'O': -10.987782492000003,\n", - " 'S': -6.446912590000001},\n", - " 'Ti5S8-Y2Ti2S2O5-TiS2-TiO2': {'Y': -11.962367258749998,\n", - " 'Ti': -11.970782109999996,\n", - " 'O': -10.665185072500003,\n", - " 'S': -6.181528865000003},\n", - " 'Ti5S8-Y2S3-Y2Ti2S2O5-TiS2': {'Y': -11.713179532499993,\n", - " 'Ti': -11.970782109999996,\n", - " 'O': -10.764860163000003,\n", - " 'S': -6.181528865000003},\n", - " 'TiS3-Y2Ti2S2O5-TiS2-TiO2': {'Y': -13.343631878750005,\n", - " 'Ti': -13.81246827,\n", - " 'O': -9.7443419925,\n", - " 'S': -5.260685785},\n", - " 'TiS3-Y2S3-Y2Ti2S2O5-TiS2': {'Y': -13.0944441525,\n", - " 'Ti': -13.81246827,\n", - " 'O': -9.844017083,\n", - " 'S': -5.260685785},\n", - " 'Y2S3-Y2Ti2S2O5-Y2SO2-S': {'Y': -13.101920572968748,\n", - " 'Ti': -13.971266900624995,\n", - " 'O': -9.779500774687504,\n", - " 'S': -5.2557015046875},\n", - " 'Y2Ti2O7-Y2Ti2S2O5-TiO2-S': {'Y': -13.507238715468748,\n", - " 'Ti': -14.446958495624992,\n", - " 'O': -9.427096879687504,\n", - " 'S': -5.2557015046875},\n", - " 'Y2Ti2O7-Y2Ti2S2O5-Y2SO2-S': {'Y': -13.454324467968744,\n", - " 'Ti': -14.499872743124993,\n", - " 'O': -9.427096879687504,\n", - " 'S': -5.2557015046875},\n", - " 'TiS3-Y2Ti2S2O5-TiO2-S': {'Y': -13.35235436929687,\n", - " 'Ti': -13.8274211109375,\n", - " 'O': -9.73686557203125,\n", - " 'S': -5.2557015046875},\n", - " 'TiS3-Y2S3-Y2Ti2S2O5-S': {'Y': -13.101920572968748,\n", - " 'Ti': -13.8274211109375,\n", - " 'O': -9.8370390905625,\n", - " 'S': -5.2557015046875}},\n", - " 'elemental_refs': {'O': -7.006602065,\n", - " 'S': -5.2557015046875,\n", - " 'Ti': -9.511513453333334,\n", - " 'Y': -7.29428524},\n", - " 'facets_wrt_el_refs': {'Y2Ti2O7-Y2Ti2S2O5-TiS-Y2SO2': {'Y': -3.516298966250008,\n", - " 'Ti': -1.4633722741666748,\n", - " 'O': -4.1829883224999955,\n", - " 'S': -1.7624935078124908},\n", - " 'Y2Ti2O7-Y2Ti2S2O5-TiS-TiO2': {'Y': -3.6485845850000116,\n", - " 'Ti': -1.516286521666677,\n", - " 'O': -4.130074074999995,\n", - " 'S': -1.7095792603124895},\n", - " 'Y2S3-Y2Ti2S2O5-TiS-Y2SO2': {'Y': -3.9568038349999997,\n", - " 'Ti': -1.991978116666667,\n", - " 'O': -4.006786375000002,\n", - " 'S': -1.2338876653124986},\n", - " 'Ti5S8-Y2Ti2S2O5-TiS-TiO2': {'Y': -4.2965448037499945,\n", - " 'Ti': -2.0346546966666654,\n", - " 'O': -3.870889987500001,\n", - " 'S': -1.191211085312501},\n", - " 'Ti5S8-Y2S3-Y2Ti2S2O5-TiS': {'Y': -4.020818704999997,\n", - " 'Ti': -2.0346546966666654,\n", - " 'O': -3.9811804270000026,\n", - " 'S': -1.191211085312501},\n", - " 'Ti5S8-Y2Ti2S2O5-TiS2-TiO2': {'Y': -4.668082018749998,\n", - " 'Ti': -2.459268656666662,\n", - " 'O': -3.6585830075000034,\n", - " 'S': -0.9258273603125033},\n", - " 'Ti5S8-Y2S3-Y2Ti2S2O5-TiS2': {'Y': -4.418894292499993,\n", - " 'Ti': -2.459268656666662,\n", - " 'O': -3.7582580980000033,\n", - " 'S': -0.9258273603125033},\n", - " 'TiS3-Y2Ti2S2O5-TiS2-TiO2': {'Y': -6.049346638750005,\n", - " 'Ti': -4.300954816666666,\n", - " 'O': -2.7377399275000007,\n", - " 'S': -0.004984280312499756},\n", - " 'TiS3-Y2S3-Y2Ti2S2O5-TiS2': {'Y': -5.8001589125,\n", - " 'Ti': -4.300954816666666,\n", - " 'O': -2.8374150180000006,\n", - " 'S': -0.004984280312499756},\n", - " 'Y2S3-Y2Ti2S2O5-Y2SO2-S': {'Y': -5.807635332968748,\n", - " 'Ti': -4.459753447291661,\n", - " 'O': -2.772898709687504,\n", - " 'S': 0.0},\n", - " 'Y2Ti2O7-Y2Ti2S2O5-TiO2-S': {'Y': -6.2129534754687485,\n", - " 'Ti': -4.935445042291658,\n", - " 'O': -2.420494814687504,\n", - " 'S': 0.0},\n", - " 'Y2Ti2O7-Y2Ti2S2O5-Y2SO2-S': {'Y': -6.160039227968745,\n", - " 'Ti': -4.988359289791658,\n", - " 'O': -2.420494814687504,\n", - " 'S': 0.0},\n", - " 'TiS3-Y2Ti2S2O5-TiO2-S': {'Y': -6.058069129296871,\n", - " 'Ti': -4.315907657604166,\n", - " 'O': -2.7302635070312506,\n", - " 'S': 0.0},\n", - " 'TiS3-Y2S3-Y2Ti2S2O5-S': {'Y': -5.807635332968748,\n", - " 'Ti': -4.315907657604166,\n", - " 'O': -2.8304370255625004,\n", - " 'S': 0.0}}}" + "{'limits': {'Cd-CdTe': {'Cd': -1.01586484, 'Te': -5.7220097228125},\n", + " 'CdTe-Te': {'Cd': -2.2671822228125, 'Te': -4.47069234}},\n", + " 'elemental_refs': {'Te': -4.47069234, 'Cd': -1.01586484},\n", + " 'limits_wrt_el_refs': {'Cd-CdTe': {'Cd': 0.0, 'Te': -1.2513173828125002},\n", + " 'CdTe-Te': {'Cd': -1.2513173828125, 'Te': 0.0}}}" ] }, - "execution_count": 44, + "execution_count": 17, "metadata": {}, "output_type": "execute_result" } @@ -1263,7 +2151,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 18, "metadata": {}, "outputs": [ { @@ -1276,7 +2164,7 @@ " 'CdTe-Te': {'Cd': -1.2513173828125, 'Te': 0.0}}}" ] }, - "execution_count": 22, + "execution_count": 18, "metadata": {}, "output_type": "execute_result" } @@ -1287,7 +2175,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 19, "metadata": {}, "outputs": [ {