{ "cells": [ { "cell_type": "markdown", "id": "b72083eb-dbfe-4de5-87da-aa575ce85154", "metadata": {}, "source": [ "# Creating occupancy/volume fraction profiles\n", "\n", "One of the ways of graphically representing interfacial structure is via occupancy/volume fraction profile graphs. Here we will demonstrate how to do this in `refnx`, using a supported lipid bilayer as an example." ] }, { "cell_type": "code", "execution_count": 1, "id": "c6c29ddb-be2d-4b6d-abad-1a1da0de6007", "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", "\n", "from refnx.analysis import Parameter\n", "from refnx.reflect import SLD, LipidLeaflet, create_occupancy" ] }, { "cell_type": "code", "execution_count": 2, "id": "03b02c5a-2455-4ac4-b65b-478a65340503", "metadata": {}, "outputs": [], "source": [ "si = SLD(2.07)\n", "d2o = SLD(6.36)\n", "sio2 = SLD(3.47)\n", "\n", "# these values are roughly correct for DMPC.\n", "\n", "apm = Parameter(56, \"area per molecule\")\n", "# the sum of scattering lengths for the lipid head and tail in Angstrom.\n", "b_heads = Parameter(6.01e-4, \"b_heads\")\n", "b_tails = Parameter(-2.92e-4, \"b_tails\")\n", "\n", "# the volume occupied by the head and tail groups in cubic Angstrom.\n", "v_heads = Parameter(319, \"v_heads\")\n", "v_tails = Parameter(782, \"v_tails\")\n", "\n", "# the head and tail group thicknesses.\n", "inner_head_thickness = Parameter(9, \"inner_head_thickness\")\n", "outer_head_thickness = Parameter(9, \"outer_head_thickness\")\n", "tail_thickness = Parameter(14, \"tail_thickness\")\n", "\n", "# finally construct a `LipidLeaflet` object for the inner and outer leaflets.\n", "# Note that here the inner and outer leaflets use the same area per molecule,\n", "# same tail thickness, etc, but this is not necessary if the inner and outer\n", "# leaflets are different.\n", "inner_leaflet = LipidLeaflet(\n", " apm, b_heads, v_heads, inner_head_thickness, b_tails, v_tails, tail_thickness, 3, 3\n", ")\n", "# we reverse the monolayer for the outer leaflet because the tail groups face upwards\n", "outer_leaflet = LipidLeaflet(\n", " apm,\n", " b_heads,\n", " v_heads,\n", " outer_head_thickness,\n", " b_tails,\n", " v_tails,\n", " tail_thickness,\n", " 3,\n", " 3,\n", " reverse_monolayer=True,\n", ")" ] }, { "cell_type": "code", "execution_count": 3, "id": "4e8c4fd4-d0e2-477d-8119-f323cf5514e5", "metadata": {}, "outputs": [ { "data": { "image/png": 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HEb9qmouMjNT06dM1cuRIrxdW0KJFi3z6/gCAAOJudenXTyrGxA4En2K3vCQkJCg+Pj7v6/379+ddJyUlebcqAADOx3Hyx7vccovdWmCNx4vUXXPNNd6sAwCAi9uwwWzGGB0t9e1ruxpY4nF48eYMIwAAisXd6tKnjxnzgpDkcXjx5gwjAACKhS4jyI/3NgIAoJCtW6VNm8y6Lv37264GFhFeAACBwT3LqFcvqWpVu7XAKo/DCyvdAgDKlLvLiIXpQp7H4WXNmjXerAMAgKLt3CmlpkphYdKAAbargWV0GwEA/N8HH5hz9+5SrVp2a4F1hBcAgP/73//MeeBAu3XAL3g9vGRkZGjJkiV66aWXvP3WAIBQtGuX2c8oLIzxLpBUgr2NfvzxRz355JOKiorSP//5T1WpUkU7d+7U2rVrtW7durzz7t275TiOKlasqPvuu8+XtQMAQoG7y6hbNykuzm4t8AvFDi+DBg3SoEGDVK9ePbVs2VLHjx9XZmamYmNj1bx5c7Vs2VJpaWl6/fXX1atXLyUmJvqybgBAqHCHF7qM8H+K3W108OBBtWzZUldccYX279+v5ORkpaWl6ciRI/r22281efJkuVwudejQgeACAPCO3bul5csll4suI+Qpdnh56aWXNGLECA0aNEivvPKKZs+ereTkZG3bts2X9QEAQpm71aVrVyk+3m4t8BvFDi/9+/fX999/r2+++UZ//OMftXbtWvXu3VvdunVTcnKyDh486Ms6AQChiFlGOI9SrbA7cuRIbd68WeHh4WratKlyc3OVk5PjzfoAAKEqLU1atsx0GbERIwoo9oDdolSrVk0vvfSShg8frgcffFC9evXS6NGjlZycrPLly3ujRiBw5ORIp05JJ0/mn0+elI4fl44dyz+7j4JfHz8uOY6ZDhoeLpUrJ9WsaWZXJCZKLVuaIyrK9t8SKBvuLqMuXaTate3WAr9S6vDi1rx5c82fP19z5szRww8/rL/97W/at2+ft94e8L6TJ6V9+6QDBwoHCvfhDh4FQ8j5gknB6+xs39Zcvrz5h/y3v5V+/3spNta33w+wiVlGKILLcRzH22969uxZvfzyy3rwwQe9/dYX5Z6+nZGRoZiYmDL//vBDhw9L33wjrVkjbdokbdki7dkjHT3q2+8bHS1VqGACR6VKUuXK5ih4XfCxSpVMq0turmnBOX1a+uUXE6527JDWr5cOHcp///LlpREjpDFjpBo1fPt3Acranj2mxdF9fcklduuBz5Xk89sn4cUmwgskmYAybZo0e7a0YUPRrytf3sxgiI09f5goXz4/gFSoUPj6Qo9FR5sg4k2OI23eLH36qfTWW+ZakmJipH/9Sxo82IwNAILBv/4lPfCAlJRk/ucDQa8kn99e6zYCrDtzRpo+XfrnP00rS0FNm0qdOkktWkjNmkkNGkh16pgP/kD5wHe5TP0tWkiPPCLNny89/rj5u951lzRvnjR1qglQQKBjlhEugJYXBD7Hkd5/X3rsMemnn8xjERFS377SrbdKvXsH7y60OTnS889LTz0lnT1rxsN88olUpYrtygDPpadLCQnmOi0t/xpBjZYXhI4dO0yrw5Il5uv4eNPU/Mc/StWrWy2tTISHmzEvXbpI119vmtd79ZIWLzbdXkAgmjXLnDt1IrjgvDzqlF+9erV27tyZ9/U777yjpKQkJSYmqkuXLpoxY4bXCgSK9M470hVXmOBSoYL07LMmzDz6aGgEl4K6djWBpWZNafVq6fbbTasMEIjc4WXAAKtlwH95FF7uuusu/fjjj5Kk1157Tffee6/atWunJ554Qu3bt9ewYcP0xhtveLVQIE9OjvTww9If/mDWRuna1cwievLJ0B7vccUV5h/9qCjTdfTEE7YrAkouI0P66itzfeONdmuB3/JozEuFChW0ZcsW1atXT1deeaVGjBihYcOG5T3/3nvvafz48dq0aZNXiy0OxrwEuexs06rw4Yfm6z//WRo71nSfwJgxQ7rtNjPAd9EiqVs32xUBxff++2asWpMm0vff264GZagkn98etbxUqFBBv/zyiyQpPT1dHTp0KPR8x44dC3UrAV6RlWUWZ/vwQyky0vwj95e/EFx+7dZbpaFDzUDmIUPMgntAoPj4Y3OmywgX4FF46du3ryZNmiRJ6t69uz5wr4L4f/773/+qcePGpa8OcMvJkQYNMt0h0dHm/Lvf2a7Kf/3jH1K9etLOnaZlCggE2dnSZ5+Za7qMcAEedRvt3btXSUlJqlu3rtq1a6dJkyapbdu2atasmbZu3aply5Zp5syZuu6663xR8wXRbRSEHEe67z7p3/82LS6ffWZm1ODC5s+Xrr3W7JG0ebPE/1DA333xhXTNNWY/r717vb/QI/yaz7uN6tSpozVr1qhTp06aN2+eHMfRihUr9PnnnyshIUHffvutleCCIDVpkgkukvT22wSX4urTx4SXM2fMGjiAv3PPMrr+eoILLohF6uDfvvtO6tHDfAD/9a/S6NG2KwosmzZJrVqZ/ZK++86smwH4I8cxXZ1padKcOVK/frYrQhnzecvL+Xz77bfKysry1tsBZlPCgQNNcBk40CyJj5Jp0cIM2pWklBSrpQAXtGmTCS7R0dJVV9muBn7Oa+Glb9++Sk9P99bbIdQ5jjRsmOn3btpUeuONwNmDyN88+qi5d598Yj4gAH80d6459+wZ2us1oVi8Fl6CrPcJtr3+upkyWa6c2WyRpe49d9ll0k03mesXXrBbC1CUefPMuW9fu3UgIDAiCv5nzx7pwQfN9fjxUuvWVssJCo8+as7TppnWLMCfHD8uff21ub72Wru1ICB4LbxMnjxZcXFx3no7hLL/9//MP2adOkmjRtmuJjh06CAlJZmdp99803Y1QGELF5qxbQ0bMqUfxeK18HL77berYsWK3no7hKqPPzZHRIT06qusnutN7i08XnvNzD4C/EXBLiPGtqEYSh1evv76a91xxx3q3Llz3oDdd955R998802pi0OIOXZMGjnSXD/yiNSypd16gs3AgVJsrFl1173xHWCb4+QP1qXLCMVUqvDy4Ycfqk+fPipfvrxWr16dN1U6IyNDzz33nEfvOWnSJLVq1UoxMTGKiYlRp06dNNf9i43g9vTTUnq61KiR2XAR3lWhgtliQZKmTLFbC+C2bZu0a5dZPbtnT9vVIECUKryMGzdOr7zyiqZMmaJy5crlPZ6UlKTVq1d79J4JCQmaMGGCUlNTtWrVKl111VW68cYbrexQjTL0ww/Syy+b64kTmSrpK3/8oznPnCllZNitBZDyu4y6dZMYeoBiKlV42bp1q7p163bO47GxsTp69KhH73n99dfruuuu06WXXqrLLrtM48ePV6VKlbRs2bLSlAp/98gjZsDeddeZZe3hG61bS82amQ3w3EuxAzZ9/rk58989SqBU4SU+Pl7bt28/5/FvvvlGDRs2LM1bS5JycnI0Y8YMnThxQp2KWNY8KytLmZmZhQ4EmK++Mh+k4eHSiy/aria4uVzS739vrv/7X7u1AGfOSEuWmOveve3WgoBSqvAybNgw3X///Vq+fLlcLpf27t2radOm6eGHH9aIESM8ft8NGzaoUqVKioqK0vDhwzVz5kw1b978vK9NSUlRbGxs3pGYmOjx94UFOTn5a7oMH25aBeBbv/udOX/+uXTkiN1aENpSU82yCNWqmT24gGIq1caMjuPoueeeU0pKik6ePClJioqK0sMPP6xnn33W46Kys7O1e/duZWRk6IMPPtBrr72mxYsXnzfAZGVlFdpTKTMzU4mJiWzMGCjeflsaPNjMgtm+XapRw3ZFoaFVK2nDBrPtwl132a4GoSolRXr8cbMC9Ecf2a4GlpVkY0av7CqdnZ2t7du36/jx42revLkqeXkp9969e6tRo0aaPHnyRV/LrtIBJDvb7Fu0c6c0YUL+KrDwvfHjpSefNFNTmc0HW665RvriC+mll8zilAhpZb6rdGRkpJo3b64OHTp4PbhIUm5uLjtWB6OpU01wiYvLX98FZePmm8154ULTbA+Utexs6dtvzTVTpFFCPtnbKC0tTUOHDvXoz44ZM0ZLlizRrl27tGHDBo0ZM0aLFi3SIPf6FAgOp09L7q7FJ55gimRZa9rULMWenS0tWGC7GoSiFSukkyelmjWlFi1sV4MA45PwcvjwYb311lse/dmDBw/qD3/4g5o0aaJevXpp5cqVmj9/vq6++movVwmrJk0yC9IlJkr33GO7mtDjckn9+5vrOXPs1oLQ5F7luUcPtgRAiUV48odmz559wed37NjhUTGS9Prrr3v8ZxEgjh83A/Uk6amnpKgou/WEqv79zViDTz81ex2Fsck8ylDB8AKUkEfhZcCAAXK5XLrQWF8XSRpFeekl6eefze6xgwfbriZ0desmVaok7dsnrVkjtW1ruyKEitOnpe++M9eMd4EHPPpfrdq1a+ujjz5Sbm7ueQ9PtwZACDh6VHrhBXP99NNSgW0lUMaiosxsD4muI5StZcukrCwpPt6MvwJKyKPw0rZtW6Wmphb5/MVaZRDCXnzRBJgWLaRbb7VdDfr2NecvvrBbB0LL11+bc/fujHeBRzzqNnrkkUd04sSJIp9v3LixvnL3ZwJuP/8s/fOf5vovfzHbAcCuXr3Mefly6dgxqXJlu/UgNLi7jJKS7NaBgOVReOnatesFn69YsaK6d+/uUUEIYhMmSCdOmLEVN91kuxpIUoMGZsr0jh1mj5l+/WxXhGCXmystXWquCS/wENMLUDbS06WJE831uHE0FfsTd+sL672gLGzeLGVkmLWd2M8IHiK8oGyMH28G6CUlSX362K4GBbl38/3yS7t1IDS4u4w6dpQiPGr8BwgvKAM7d0pTppjr8eNpdfE37qmqGzZIBw7YrQXBz70lQOfOdutAQCO8wPeeflo6e1a6+mozuwD+pWZNqXVrc81Ae/iau+WF8IJS8Ci8PPXUUxecKg3k2bhReucdcz1unN1aUDT3KqdLllgtA0Hu4EFp+3Zz3amT3VoQ0DwKL3v27FHfvn2VkJCgESNGaO7cucrOzvZ2bQgGTz4pOY50yy1Shw62q0FR3DMI3etvAL7gbnVp0UKqUsVqKQhsHoWXN954Q/v379f06dNVuXJlPfDAA6pRo4ZuueUWvf322zp8+LC360QgWrpUmjXL7Jnj3kEa/qlLF3PeuFHiv1/4Cl1G8BKPx7yEhYWpa9euev7557V161YtX75cHTt21OTJk1WnTh1169ZNL774otLT071ZLwKF40hjxpjrIUOkZs2sloOLqFVLatLEXLsHVALexuJ08BKvDdht1qyZRo8erW+//VZpaWkaPHiwvv76a02fPt1b3wKB5PPPpcWLzf45Y8fargbFQdcRfCkrS1q1ylzT8oJS8skk+5o1a+ruu+/W3Xff7Yu3h7/Lzc1vdUlOlurWtVsPiqdrV+m11wgv8I1160yAqV7d7CgPlAJTpeF9774rrVlj9slxhxj4P3fLy6pV0smTdmtB8Fm50pzbt2etJ5Qa4QXedfy49Nhj5vqJJ6QaNezWg+KrX1+65BKzJo/7gwbwloLhBSglwgu8KyVF2rdPatRIeuAB29WgJFwu6Te/MdfLl9utBcGH8AIvIrzAe3bskP72N3P94otmsC4CS8eO5kx4gTcdOyZt2WKuCS/wAo8H7Obm5urNN9/URx99pF27dsnlcqlBgwb67W9/qzvvvFMu+jRDz0MPmQF5vXpJN95ouxp4gvACX1i92iyfkJgoxcfbrgZBwKOWF8dxdMMNN+iPf/yj0tPTdfnll6tFixb66aefNGTIEN10003erhP+buZM6eOPpfBw6R//YEBeoGrb1vwM09OlPXtsV4NgQZcRvMyjlpc333xTS5Ys0YIFC9TTvSPt/1m4cKEGDBigt99+W3/4wx+8UiT83NGjZkq0JI0eLV1+udVyUAoVK5qf39q1pvUlIcF2RQgGhBd4mUctL9OnT9fjjz9+TnCRpKuuukqPPfaYpk2bVuriECAeecQM0r3sMumpp2xXg9Ki6wjetmKFORNe4CUehZf169fr2muvLfL5vn37at26dR4XhQCycKFZ2EySpkyRoqPt1oPSI7zAm37+Wdq1y1y3bWu1FAQPj8LL4cOHFRcXV+TzcXFxOnLkiMdFIUAcOiS5uwaHD5e6dbNbD7zDHV5WrTJrvgCl4d4S4LLL2EkaXuNReMnJyVFERNHDZcLDw3WWf/SCm+NId99tBnZedpn0wgu2K4K3NG0qxcSYVXY3bbJdDQKde7xLhw5260BQ8WjAruM4GjJkiKKKWMcjKyurVEUhAPzjH9KsWVJkpDRjhlSpku2K4C1hYeaD5ssvpWXLpCuusF0RAhmDdeEDHoWXwYMHX/Q1zDQKYvPnm0G6klmMrk0bu/XA+zp2NOFl+XLp3nttV4NAtnq1OTPeBV7kUXiZOnWqt+tAoNi4Ubr1VrNz9NCh0siRtiuCLzBoF97w88/S3r1m3adWrWxXgyDik+0B9uzZo3vuuccXbw2bduyQrrnGrOuSlCT95z8sRhes3OMTtmyRTpywWwsCl3vWaePGZpd5wEt8El4OHTqk119/3RdvDVu2bzfL/u/bZxYx++QT9i4KZnFxUp06ZmD22rW2q0Ggcv/uMG4KXsbGjLi4deukLl3MWg2NG5sxL1Wr2q4KvuYeo+AeswCUlDu8tG5tswoEIcILLuz996XOnaUDB0yf9ddfS7Vr264KZeHKK805NdVuHQhc7m4jwgu8jPCC88vMNAvP3XqrWe+jVy9p8WJ2hA0l7vBCyws8cfq0GTMlEV7gdR7NNrr55psv+PzRo0c9eVv4g9xc6b//NRsspqWZx0aPlsaPly6wMCGCkLvbaPNm6dQpqXx5u/UgsGzaJOXkSNWrm/FTgBd59GkUGxt70edZ5yXAZGdLH3xg1m1Zs8Y81rCh2bfoPBtwIgTUqSPVqiUdPCitX58/fRoojoJdRsxKhJexzksoy8oyY1j+9z9p5kyzJoNkVssdPVoaNUqqWNFujbDH5TKtL3PnmnEvhBeUBIN14UMehZelS5fq0KFD6t+/f95jb7/9tsaOHasTJ05owIABevnll4vcPgBl7MwZE0x27JC2bTPdAMuWmQ3TCm7lEBcnJSebsS41a9qrF/7jyitNeGHcC0qKadLwIY/CyzPPPKOePXvmhZcNGzbo7rvv1pAhQ9SsWTO98MILqlOnjp5++mlv1mrXoUPSyy+bdS8cxzxW8Fyc65K8tqR/LjvbDKwteGRkmCb/Q4eK/nvVqiUNGCD99rdSjx5SuXKe3B0EK/e4F2YcoSQch5lG8CmPwsu6des0bty4vK9nzJihjh07asqUKZKkxMREjR071qPwkpKSoo8++kjff/+9ypcvr86dO+uvf/2rmjRp4kmp3nP4sPTMM3ZrKI2wMCkhQWrSxOwC3b69mQLduDH90Siae8bRxo2mlY7WVBTHrl1mxmJkpNmlHPAyj8LLkSNHFBcXl/f14sWL1bdv37yv27dvrzT3TJUSWrx4sZKTk9W+fXudPXtWjz/+uK655hpt3rxZFW2Ov4iNlf70J3Pt/rB3uYq+Lu5j3vozUVFShQqFj0qVTFdQXJxUrZoUHu6de4HQUbeumS1y6JC0YYPUrp3tihAI3F1GLVvSmguf8Ci8xMXFaefOnUpMTFR2drZWr16tZwq0Shw7dkzlPPyFnTdvXqGv33zzTdWqVUupqanq1q2bR+/pFbVqSRMn2vv+gA0ul2l9+eILM+6F8ILiYLwLfMyjRequu+46PfbYY/r66681ZswYVahQQV27ds17fv369WrUqJFXCszIyJAkVatW7bzPZ2VlKTMzs9ABwIsY94KSYqYRfMyj8PLss88qIiJC3bt315QpUzRlyhRFRkbmPf/GG2/ommuuKXVxubm5euCBB5SUlKSWLVue9zUpKSmKjY3NOxITE0v9fQEU4P4Acg/ABC6GwbrwMZfjuKetlFxGRoYqVaqk8F+NpTh8+LAqVapUKNB4YsSIEZo7d66++eYbJSQknPc1WVlZyiow3TczM1OJiYnKyMhQTExMqb4/AElbt5pBl+XLS8eOMXYKF3bkiBljJ0lHj5rxgkAxZGZmKjY2tlif36Va772olXaL6uIpiZEjR2rOnDlasmRJkcFFkqKiolhPBvClxo1NcDl1Stq+3cxYA4ribnWpX5/gAp/xu40ZHcfRyJEjNXPmTC1cuFANGjSwXRIQ2sLDzY7iUv5YBqAodBmhDPhdeElOTta7776r9957T5UrV9b+/fu1f/9+nTp1ynZpQOhyzxph3AsuhsG6KAN+F14mTZqkjIwM9ejRQ7Vr18473n//fdulAaHL/UFEywsuhmnSKAOlGvPiC6UYPwzAV2h5QXFkZ0ubNplrWl7gQ37X8gLAD11+uVmwbu/e/N3HgV/7/nuzEWxsrFSvnu1qEMQILwAurnJlyb3wJK0vKErB8S7smQYfIrwAKB7GveBiGO+CMkJ4AVA8jHvBxTDTCGWE8AKgeGh5wYU4Dmu8oMwQXgAUj7vl5fvvpdOn7dYC/7Nnj3T4sBQRITVvbrsaBDnCC4DiSUgwe9acPStt3my7Gvgbd4tcs2YSW7bAxwgvAIrH5WLcC4rGeBeUIcILgOJj3AuKwngXlCHCC4Dio+UFRWGaNMoQ4QVA8RVseWErD7hlZko//miuCS8oA4QXAMXXrJlUrpyUkSHt3m27GviLDRvMOSFBqlHDbi0ICYQXAMUXGZk/DZZxL3BjsC7KGOEFQMkw7gW/xngXlDHCC4CSYcYRfo2WF5QxwguAkqHlBQWdPStt3GiuCS8oI4QXACXjDi87dphZJght27aZ7SIqVZIaNrRdDUIE4QVAyVSvbmaVSNL69XZrgX3uLqNWraQwPlJQNvhNA1ByjHuBG+NdYAHhBUDJMe4FbmwLAAsILwBKjpYXSGaV5TVrzDXTpFGGCC8ASs79QbVxo5ltgtC0f7/0889mrEvLlrarQQghvAAouUaNzOyS06fNbBOEJneXUZMmUoUKdmtBSCG8ACi5sLD81hd3twFCD4N1YQnhBYBnGPcCtgWAJYQXAJ5p08acaXkJXYQXWEJ4AeCZgi0vjmOzEthw/Hj+eCd3kAXKCOEFgGdatJAiIqRDh6Q9e2xXg7K2fr0JrbVrS3FxtqtBiCG8APBMdLTUrJm5ZtxL6HF3F9LqAgsILwA85/7gIryEHsILLCK8APCce9wLg3ZDD+EFFhFeAHiO6dKh6cwZs7qyRHiBFYQXAJ5zh5edO6WjR21WgrK0ZYuUnS3FxkoNGtiuBiGI8ALAc1WrSvXqmWt2mA4d7i6j1q0ll8tqKQhNhBcApcNidaGnYHgBLCC8ACgdxr2EHgbrwjLCC4DSYbp0aMnNzf9ZE15gCeEFQOm4W142bZKysqyWgjKwc6eUmSlFReUvUgiUMcILgNJJTJSqVZPOnpU2b7ZdDXzN3WXUsqVUrpzdWhCy/C68LFmyRNdff73q1Kkjl8uljz/+2HZJAC7E5WKxulDCeBf4Ab8LLydOnNAVV1yhiRMn2i4FQHERXkIH4QV+IMJ2Ab/Wt29f9e3b13YZAEriyivNefVqu3XA9xisCz/gd+GlpLKyspRVYJBgZmamxWqAENW+vTmvWWPGvkQE/D8tOJ8DB6R9+0xX4eWX264GIczvuo1KKiUlRbGxsXlHYmKi7ZKA0NO4sRQTI506xaDdYObuMrrsMqlSJbu1IKQFfHgZM2aMMjIy8o60tDTbJQGhJyxMatvWXK9aZbcW+I67W5AuI1gW8OElKipKMTExhQ4AFrRrZ86El+C1cqU5u7sJAUsCPrwA8BOEl+C3YoU5E15gmd+Nqjt+/Li2b9+e9/XOnTu1du1aVatWTXXr1rVYGYALcoeXdeuk7GwpMtJuPfCuvXvNERaWP7sMsMTvWl5WrVqlNm3aqM3/9amOGjVKbdq00VNPPWW5MgAX1KCBWWk3O1vasMF2NfA2d5dRixZSxYp2a0HI87uWlx49eshxHNtlACgpl8u0vnz+uek6cg/gRXCgywh+xO9aXgAEMMa9BC8G68KPEF4AeA/hJTg5Tn546dDBbi2ACC8AvMkdXjZuNAvWIThs3y4dPSpFRbGyLvwC4QWA9yQkSHFxZouAdetsVwNvcbe6tG4tlStntRRAIrwA8CaXK39MxPLldmuB99BlBD9DeAHgXZ06mfPSpXbrgPcw0wh+hvACwLs6dzbn776zWwe84+zZ/A0ZCS/wE4QXAN7Vvr0UHi6lpZkDgc09+DomxuwmDfgBwgsA76pY0QzslOg6CgbffmvOv/mN2RoA8AP8JgLwPve4F7qOAp/7Z5iUZLcOoADCCwDvY9xL8HC3vLh/poAfILwA8D73B92aNdLJk3ZrgefS06WffjLdRR072q4GyEN4AeB9detKdeqYmSpsFRC43GOWWrWSKle2WwtQAOEFgPe5XHQdBQN3lxHjXeBnCC8AfIPwEvjcPzvGu8DPEF4A+EbB8OI4dmtByZ04Ia1eba5peYGfIbwA8I02baToaOnQIWnLFtvVoKS+/daMWapXzxyAHyG8APCNyMj81pevvrJbC0pu0SJz7tHDZhXAeRFeAPhOz57m7P4gROBw/8zcP0PAjxBeAPhOwfCSm2u1FJTA8ePSypXmunt3u7UA50F4AeA77dtLFSpIv/wibdpkuxoU13ffmfEu9eubA/AzhBcAvhMZKXXpYq4Z9xI4GO8CP0d4AeBb7g9AwkvgWLjQnOkygp8ivADwrauuMuevvjJdEfBvhw7lj3fp3dtuLUARCC8AfKtdO6lqVSkjQ1q+3HY1uJgvvzSDq1u2lBISbFcDnBfhBYBvhYdL11xjrufOtVsLLm7+fHO+9lq7dQAXQHgB4Ht9+5rzvHl268CFOU7+z6hPH7u1ABdAeAHge+4PwtRU6eBBu7WgaBs2SPv2ment7lligB8ivADwvfh4s9eRlN8tAf/j/tn06GH2pQL8FOEFQNlwj6H47DO7daBos2ebs7ubD/BThBcAZeP66835s8+krCy7teBcBw6YnaQl6cYb7dYCXAThBUDZ6NhRql1bysyUFiywXQ1+bfZsM2C3XTspMdF2NcAFEV4AlI2wMOmmm8z1Rx/ZrQXnmjnTnN0/I8CPEV4AlJ2bbzbnWbNYbdefFGwNI7wgABBeAJSd7t2latXMLtNff227Grh9+qmUnS01aSI1a2a7GuCiCC8Ayk5ERP5g0Bkz7NaCfO++a84DB9qtAygmwguAsjVokDm//750+rTdWmBmGbnXd7nzTru1AMVEeAFQtnr2NLNZMjLy1xWBPdOnSzk5UocO0mWX2a4GKBbCC4CyFRaW/3/4b71ltxZI77xjzrS6IID4bXiZOHGi6tevr+joaHXs2FErVqywXRIAb/nDH8x5/nxp/367tYSyDRuk1avNWKRbb7VdDVBsfhle3n//fY0aNUpjx47V6tWrdcUVV6hPnz46yIZuQHBo0kT6zW9Md8Vrr9muJnT9+9/mfMMNUo0admsBSsAvw8vf//53DRs2THfddZeaN2+uV155RRUqVNAbb7xhuzQA3pKcbM7/+Y+ZpouydeRI/iyj//f/7NYClJDfhZfs7Gylpqaqd+/eeY+FhYWpd+/eWrp06Tmvz8rKUmZmZqEDQAD43e/MbtP79kkffGC7mtAzdap08qTUsqVZfwcIIH4XXn755Rfl5OQoLi6u0ONxcXHaf56+8ZSUFMXGxuYdiezJAQSGyEjpT38y1//6l91aQs3Zs9LEieb6vvskl8tuPUAJ+V14KakxY8YoIyMj70hLS7NdEoDiuvdeKSpKWrFCWrjQdjWhY9o0accOqXr1/HV3gADid+GlRo0aCg8P14EDBwo9fuDAAcXHx5/z+qioKMXExBQ6AASIWrWke+4x13/+s9nVGL519qz07LPmevRoqUIFu/UAHvC78BIZGam2bdtqgXuTMEm5ublasGCBOnXqZLEyAD4xZowUHS199500b57taoLfO+9IP/4o1ayZP2gaCDB+F14kadSoUZoyZYreeustbdmyRSNGjNCJEyd011132S4NgLfVri2NHGmuH3/cTJ+Gbxw/Lo0da64ffVSqWNFuPYCH/DK8/P73v9eLL76op556Sq1bt9batWs1b968cwbxAggSo0dLsbHS2rX5A0nhfc8+K6WlSfXrSyNG2K4G8JjLcYKrkzkzM1OxsbHKyMhg/AsQSCZPloYPlypVkrZskRISbFcUXDZtklq3NmNePvlE6t/fdkVAISX5/PbLlhcAIWjYMKlTJ9O1MWyYlJtru6Lgcfq02bvo7FlpwACCCwIe4QWAfwgLk6ZMMYN3582TUlJsVxQ8Hn5YWrPGTI1++WXb1QClRngB4D9atDDbBUjSU08x+8gb3norfxzRO+/QHYegQHgB4F/uuksaOtR0G918s7Rkie2KAtfHH0t3322uH39c6tvXajmAtxBeAPifSZOk666TTp2S+vWTvvjCdkWBZ/p06fe/N1PPhwzJX5gOCAKEFwD+JzLSbNZ41VVmAG/fvtI//8kKvMVx5oxZrfj2281u3QMHmrFEYfxzj+DBbzMA/1S+vPTZZ9Lgwab14MEHpZ49pe+/t12Z/1q1SurYURo3znz9yCPSjBlSRITdugAvI7wA8F9RUdLUqWaGTIUK0uLFZlDvoEHmg5qWGHMPFi82U6DbtzeziqpWNZsvPv88LS4ISixSByAw7NwpPfCANHt2/mPNmpmxMT16SElJ5kM72DmOtH+/lJoqffmlWXBuxw7zXFiY6S564QXpPBvZAv6sJJ/fhBcAgWX1aunFF6WZM83iawXVri01aWKWv69ZM/+oWNGsHxMdbbqjoqOlcuUkl8t84F/sLJnQUPDwxWPZ2dKJE4WPY8ekvXvNkZ4ubd0qHTxY+O9dubIZnPvQQ1LTpl6/5UBZILwQXoDgl5EhffqptGiR9NVX0vbttisqO2FhJqQkJUl9+kjXXssmiwh4hBfCCxB6jh6Vtm0zLRPp6aZ14uefpV9+MVOuT50yLTWnT5vrM2dMi0dubn7rh/u64Dk317TASOZc8PD2Y+XKmRBSsaIZ41OxotnrqXZt6ZJLpDp1pAYNpMsvNy1IQBApyec3Q9ABBIcqVaQOHcwBIKgxDB0AAAQUwgsAAAgohBcAABBQCC8AACCgEF4AAEBAIbwAAICAQngBAAABhfACAAACCuEFAAAEFMILAAAIKIQXAAAQUAgvAAAgoBBeAABAQCG8AACAgBJhuwBvcxxHkpSZmWm5EgAAUFzuz2335/iFBF14OXbsmCQpMTHRciUAAKCkjh07ptjY2Au+xuUUJ+IEkNzcXO3du1eVK1eWy+U672syMzOVmJiotLQ0xcTElHGFoY17bw/33g7uuz3ce3s8ufeO4+jYsWOqU6eOwsIuPKol6FpewsLClJCQUKzXxsTE8AttCffeHu69Hdx3e7j39pT03l+sxcWNAbsAACCgEF4AAEBACcnwEhUVpbFjxyoqKsp2KSGHe28P994O7rs93Ht7fH3vg27ALgAACG4h2fICAAACF+EFAAAEFMILAAAIKIQXAAAQUEIqvOzatUt33323GjRooPLly6tRo0YaO3assrOzC71u/fr16tq1q6Kjo5WYmKjnn3/eUsXBZeLEiapfv76io6PVsWNHrVixwnZJQSclJUXt27dX5cqVVatWLQ0YMEBbt24t9JrTp08rOTlZ1atXV6VKlXTLLbfowIEDlioOThMmTJDL5dIDDzyQ9xj33bfS09N1xx13qHr16ipfvrwuv/xyrVq1Ku95x3H01FNPqXbt2ipfvrx69+6tH374wWLFgS8nJ0d//vOfC32mPvvss4X2JvLZfXdCyNy5c50hQ4Y48+fPd3788Udn1qxZTq1atZyHHnoo7zUZGRlOXFycM2jQIGfjxo3O9OnTnfLlyzuTJ0+2WHngmzFjhhMZGem88cYbzqZNm5xhw4Y5VapUcQ4cOGC7tKDSp08fZ+rUqc7GjRudtWvXOtddd51Tt25d5/jx43mvGT58uJOYmOgsWLDAWbVqlfOb3/zG6dy5s8Wqg8uKFSuc+vXrO61atXLuv//+vMe5775z+PBhp169es6QIUOc5cuXOzt27HDmz5/vbN++Pe81EyZMcGJjY52PP/7YWbdunXPDDTc4DRo0cE6dOmWx8sA2fvx4p3r16s6cOXOcnTt3Ov/73/+cSpUqOf/617/yXuOr+x5S4eV8nn/+eadBgwZ5X//nP/9xqlat6mRlZeU99uijjzpNmjSxUV7Q6NChg5OcnJz3dU5OjlOnTh0nJSXFYlXB7+DBg44kZ/HixY7jOM7Ro0edcuXKOf/73//yXrNlyxZHkrN06VJbZQaNY8eOOZdeeqnzxRdfON27d88LL9x333r00UedLl26FPl8bm6uEx8f77zwwgt5jx09etSJiopypk+fXhYlBqV+/fo5Q4cOLfTYzTff7AwaNMhxHN/e95DqNjqfjIwMVatWLe/rpUuXqlu3boqMjMx7rE+fPtq6dauOHDlio8SAl52drdTUVPXu3TvvsbCwMPXu3VtLly61WFnwy8jIkKS83/HU1FSdOXOm0M+iadOmqlu3Lj8LL0hOTla/fv0K3V+J++5rs2fPVrt27TRw4EDVqlVLbdq00ZQpU/Ke37lzp/bv31/o/sfGxqpjx47c/1Lo3LmzFixYoG3btkmS1q1bp2+++UZ9+/aV5Nv7HnQbM5bE9u3b9fLLL+vFF1/Me2z//v1q0KBBodfFxcXlPVe1atUyrTEY/PLLL8rJycm7j25xcXH6/vvvLVUV/HJzc/XAAw8oKSlJLVu2lGR+hyMjI1WlSpVCr42Li9P+/fstVBk8ZsyYodWrV2vlypXnPMd9960dO3Zo0qRJGjVqlB5//HGtXLlS9913nyIjIzV48OC8e3y+f4O4/5577LHHlJmZqaZNmyo8PFw5OTkaP368Bg0aJEk+ve9B0fLy2GOPyeVyXfD49Ydkenq6rr32Wg0cOFDDhg2zVDngO8nJydq4caNmzJhhu5Sgl5aWpvvvv1/Tpk1TdHS07XJCTm5urq688ko999xzatOmje655x4NGzZMr7zyiu3Sgtp///tfTZs2Te+9955Wr16tt956Sy+++KLeeustn3/voGh5eeihhzRkyJALvqZhw4Z513v37lXPnj3VuXNnvfrqq4VeFx8ff84MAPfX8fHx3ik4xNSoUUPh4eHnva/cU98YOXKk5syZoyVLlighISHv8fj4eGVnZ+vo0aOFWgH4WZROamqqDh48qCuvvDLvsZycHC1ZskT//ve/NX/+fO67D9WuXVvNmzcv9FizZs304YcfSsr/t/vAgQOqXbt23msOHDig1q1bl1mdweaRRx7RY489pltvvVWSdPnll+unn35SSkqKBg8e7NP7HhQtLzVr1lTTpk0veLjHsKSnp6tHjx5q27atpk6dqrCwwregU6dOWrJkic6cOZP32BdffKEmTZrQZeShyMhItW3bVgsWLMh7LDc3VwsWLFCnTp0sVhZ8HMfRyJEjNXPmTC1cuPCcLtC2bduqXLlyhX4WW7du1e7du/lZlEKvXr20YcMGrV27Nu9o166dBg0alHfNffedpKSkc5YE2LZtm+rVqydJatCggeLj4wvd/8zMTC1fvpz7XwonT5485zM0PDxcubm5knx830s13DfA7Nmzx2ncuLHTq1cvZ8+ePc6+ffvyDrejR486cXFxzp133uls3LjRmTFjhlOhQgWmSpfSjBkznKioKOfNN990Nm/e7Nxzzz1OlSpVnP3799suLaiMGDHCiY2NdRYtWlTo9/vkyZN5rxk+fLhTt25dZ+HChc6qVaucTp06OZ06dbJYdXAqONvIcbjvvrRixQonIiLCGT9+vPPDDz8406ZNcypUqOC8++67ea+ZMGGCU6VKFWfWrFnO+vXrnRtvvJGp0qU0ePBg55JLLsmbKv3RRx85NWrUcEaPHp33Gl/d95AKL1OnTnUknfcoaN26dU6XLl2cqKgo55JLLnEmTJhgqeLg8vLLLzt169Z1IiMjnQ4dOjjLli2zXVLQKer3e+rUqXmvOXXqlPOnP/3JqVq1qlOhQgXnpptuKhTg4R2/Di/cd9/65JNPnJYtWzpRUVFO06ZNnVdffbXQ87m5uc6f//xnJy4uzomKinJ69erlbN261VK1wSEzM9O5//77nbp16zrR0dFOw4YNnSeeeKLQUiO+uu8uxymwFB4AAICfC4oxLwAAIHQQXgAAQEAhvAAAgIBCeAEAAAGF8AIAAAIK4QUAAAQUwgsAAAgohBcAABBQCC8AACCgEF4AAEBAIbwACEpz5sxRgwYN1KFDB/3www+2ywHgRextBCAoNWnSRBMnTtSmTZu0dOlSzZgxw3ZJALyElhcAQal69epq3Lix6tevr8jISNvlAPCiCNsFAEBJ3HXXXbrkkks0bty4i76uUaNGiouL08aNG8uoOgBlgW4jAAEjJydH8fHx+vTTT9WhQ4ciX3f27Fm1bt1a119/vSZOnKiMjAy5XK4yrBSAL9FtBMCKXbt2yeVynXP06NGjyD/z3XffqVy5cmrfvv0F3/uVV15Rw4YNlZycrGPHjmnHjh1erh6ATXQbAbAiMTFR+/bty/t6//796t27t7p161bkn5k9e7auv/76C7aiHD58WM8++6wWLVqkhIQExcbGau3atWrUqJFX6wdgDy0vAKwIDw9XfHy84uPjVaVKFQ0fPlydOnXS008/XeSfmTVrlm644YYLvu/YsWN10003qVmzZpKk5s2ba926dd4sHYBltLwAsG7o0KE6duyYvvjiC4WFnf//qbZs2aK9e/eqV69eRb7P5s2b9e6772rLli15j7Vs2VJr1671dskALCK8ALBq3Lhxmj9/vlasWKHKlSsX+brZs2fr6quvVnR0dJGvefDBB3X06FElJCTkPZabm6vExESv1gzALsILAGs+/PBD/eUvf9HcuXMvOiZl1qxZuueee4p8fs6cOUpNTdWaNWsUEZH/T9vKlSs1dOhQHTlyRFWrVvVa7QDsYao0ACs2btyojh07atSoUUpOTs57PDIyUtWqVSv02oMHDyohIUF79+5VjRo1znmvM2fOqGXLlho6dKgeffTRQs/t3r1b9erV01dffXXBmUwAAgcDdgFYsWrVKp08eVLjxo1T7dq1846bb775nNd+8skn6tChw3mDiyS9/PLLOnr0qEaOHHnOc4mJiapQoQLjXoAgQssLAL93ww03qEuXLho9erTtUgD4AVpeAPi9Ll266LbbbrNdBgA/QcsLAAAIKLS8AACAgEJ4AQAAAYXwAgAAAgrhBQAABBTCCwAACCiEFwAAEFAILwAAIKAQXgAAQEAhvAAAgIDy/wEOdQVVdf9oiAAAAABJRU5ErkJggg==", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# create the structure and visualise the SLD.\n", "s = si | sio2(15, 3) | inner_leaflet | outer_leaflet | d2o(0, 3)\n", "\n", "s.plot();" ] }, { "cell_type": "markdown", "id": "e24139e5-48a5-4da6-83cf-23ff16c1b7ed", "metadata": {}, "source": [ "This SLD plot is fine, but now we want to see the occupancy/volume fraction profile" ] }, { "cell_type": "code", "execution_count": 4, "id": "1ca42956-ff0b-4017-919d-dd1718dfb4be", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "z, vfps = create_occupancy(s)\n", "\n", "labels = [\"Si\", \"SiO2\", \"inner head\", \"inner tail\", \"outer tail\", \"outer head\", \"water\"]\n", "\n", "for vfp, label in zip(vfps, labels):\n", " plt.plot(z, vfp, label=label)\n", "\n", "plt.legend()\n", "plt.ylabel(\"$\\\\phi(z)$\")\n", "plt.xlabel(\"$z/ \\\\AA$\");" ] }, { "cell_type": "markdown", "id": "87e9f510-6daf-4c18-955e-4aaa68a793ab", "metadata": {}, "source": [ "This looks a bit clumpy, perhaps we want to plot the tails together and the head regions together, to simplify the plot. Unfortunately this has to be done manually at the moment. Here we specify which occupancy profiles we want to group together. The head groups are in `vfps[2]` and in `vfps[5]`, and the tails are in `vfps[3]`, `vfps[4]`. This example is relatively straightforward. It might be more difficult if your `Structure` or `Component`s have more complexity." ] }, { "cell_type": "code", "execution_count": 5, "id": "79059ce9-d7a4-403c-8dba-bbbb9b9a725b", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "groups = [(0,), (1,), (2, 5), (3, 4), (6,)]\n", "labels = [\"Si\", \"SiO2\", \"head\", \"tail\", \"water\"]\n", "\n", "for g, label in zip(groups, labels):\n", " vfp = np.take(\n", " vfps, g, axis=0\n", " ) # the take function is used to extract indices from a numpy array.\n", " if len(vfp.shape) > 1:\n", " vfp = np.sum(vfp, axis=0)\n", " plt.plot(z, vfp, label=label)\n", "\n", "plt.legend()\n", "plt.ylabel(\"$\\\\phi(z)$\")\n", "plt.xlabel(\"$z/ \\\\AA$\");" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.12.3" } }, "nbformat": 4, "nbformat_minor": 5 }