From f2453e645246b521a763273f38957f0e26e02724 Mon Sep 17 00:00:00 2001 From: Philipp Rehner Date: Wed, 16 Feb 2022 19:29:18 +0100 Subject: [PATCH] Add calculation of reference pore volumes --- CHANGELOG.md | 2 + examples/FundamentalMeasureTheory.ipynb | 22 +++--- src/adsorption/mod.rs | 16 ++-- src/adsorption/pore.rs | 84 ++++++++++++++++++--- src/python/adsorption/external_potential.rs | 2 +- src/python/adsorption/pore.rs | 6 ++ 6 files changed, 101 insertions(+), 31 deletions(-) diff --git a/CHANGELOG.md b/CHANGELOG.md index 06953c0..a8831fb 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -5,6 +5,8 @@ The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/), and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html). ## [Unreleased] +### Added +- The pore volume using Helium at 298 K as reference is now directly accesible from `Pore1D` and `Pore3D`. [#12](https://github.com/feos-org/feos-core/pull/12) ## [0.1.1] - 2022-02-14 ### Added diff --git a/examples/FundamentalMeasureTheory.ipynb b/examples/FundamentalMeasureTheory.ipynb index 920e961..b7cba3d 100644 --- a/examples/FundamentalMeasureTheory.ipynb +++ b/examples/FundamentalMeasureTheory.ipynb @@ -39,14 +39,14 @@ "name": "stdout", "output_type": "stream", "text": [ - "CPU times: user 5.22 s, sys: 0 ns, total: 5.22 s\n", - "Wall time: 5.22 s\n" + "CPU times: user 5.33 s, sys: 7.47 ms, total: 5.34 s\n", + "Wall time: 5.33 s\n" ] }, { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 3, @@ -55,7 +55,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -71,9 +71,9 @@ "potential = ExternalPotential.HardWall(sigma/ANGSTROM)\n", "pore_size = 5*sigma\n", "\n", - "pores = {'slit_pore': (Pore1D(func, Geometry.Cartesian, 2*pore_size, potential), pore_size-sigma/2),\n", - " 'cylindrical_pore': (Pore1D(func, Geometry.Cylindrical, pore_size, potential), np.pi*(pore_size-sigma/2)**2),\n", - " 'spherical_pore': (Pore1D(func, Geometry.Spherical, pore_size, potential), 4/3*np.pi*(pore_size-sigma/2)**3)}\n", + "pores = {'slit_pore': (Pore1D(Geometry.Cartesian, 2*pore_size, potential), pore_size-sigma/2),\n", + " 'cylindrical_pore': (Pore1D(Geometry.Cylindrical, pore_size, potential), np.pi*(pore_size-sigma/2)**2),\n", + " 'spherical_pore': (Pore1D(Geometry.Spherical, pore_size, potential), 4/3*np.pi*(pore_size-sigma/2)**3)}\n", "\n", "f, ax = plt.subplots(1,2,figsize=(15,5))\n", "\n", @@ -110,7 +110,7 @@ "outputs": [ { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -148,7 +148,7 @@ "outputs": [ { "data": { - "image/png": "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\n", + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAYsAAAEPCAYAAACzwehFAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMSwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/YYfK9AAAACXBIWXMAAAsTAAALEwEAmpwYAAA6xElEQVR4nO3dd3xc5Zno8d8zMxr1LtmymntvGBuDbTAEQjCdUAKElsISbkLuZrOpd7OXZJObwJKQhE0WAoQWCLCUBJIYCMVgxxT3XuUu2bJ6l2Y0M+/944xkyerSVM3z/XzO55yZOXPm0WDOM+/7vOc9YoxBKaWU6o8t3AEopZSKfJoslFJKDUiThVJKqQFpslBKKTUgTRZKKaUGpMlCKaXUgEKeLETkCRGpEJEdfbwuIvKQiJSIyDYROTPUMSqllOouHC2Lp4AV/bx+KTDVv9wFPByCmJRSSvUj5MnCGLMaqOlnl6uBZ4zlYyBDRMaFJjqllFK9cYQ7gF4UAMe6PC71P3fi9B1F5C6s1gfJyckLZ8yYEZIAlVJqtNi4cWOVMSZ3oP0iMVlIL8/1OieJMeZR4FGARYsWmQ0bNgQzLqWUGnVE5Mhg9ovE0VClQFGXx4XA8TDFopRSishMFq8Dt/tHRZ0D1BtjenRBKaWUCp2Qd0OJyPPABUCOiJQC9wJxAMaYR4CVwGVACdACfDHUMSqllOou5MnCGHPzAK8b4GshCkcppdQgRGI3lFJKqQijyUIppdSANFkopZQakCYLpVRotNRAyTvhjkINkyYLpVRoPHudtbS3hjsSNQyaLJRSoXF8s3+jt0kaVKTTZKGUCpFeZ+1RUUKThVIqxDRpRCNNFkoppQakyUIpFVpGWxbRSJOFUkqpAWmyUEopNSBNFkqpENNuqGikyUIppdSANFkopZQakCYLpVRo6WioqKTJQiml1IA0WSilgs/bHu4I1AhpslBKBZ+7ucsD7YaKRposlFLBp9OSRz1NFkqp4GtvObWtBe6opMlCKRV83bqhVDTSZKGUCj7thop6miyUUsHXrgXuaKfJQikVfNqyiHqaLJRSweduGXgfFdE0WSilgq9rN5SOhopKmiyUUsGn3VBRT5OFUir4dOhs1NNkoZQKvm4tC+2GikaaLJRSwdeuBe5op8lCKRV8bi1wRztNFkqp4NMCd9TTZKGUCj4tcEc9TRZKqeBzN4Y7AjVCYUkWIrJCRPaKSImIfK+X19NF5C8islVEdorIF8MRp1IqQLRlEfVCnixExA78FrgUmAXcLCKzTtvta8AuY8x84ALgFyLiDGmgSqnAcTWFOwI1QuFoWSwGSowxB40xbuAF4OrT9jFAqogIkALUAJ7QhqmUChgdDRX1wpEsCoBjXR6X+p/r6jfATOA4sB34Z2OM7/QDichdIrJBRDZUVlYGK16l1EhpzSLqhSNZSC/Pnf5T4xJgC5APnAH8RkTSerzJmEeNMYuMMYtyc3MDHadSKhCMsVoWztRwR6JGIBzJohQo6vK4EKsF0dUXgVeNpQQ4BMwIUXxKqUDyusHngfgU/xPaDRWNwpEs1gNTRWSiv2h9E/D6afscBS4CEJGxwHTgYEijVEoFRkdx25nS/34qojlC/YHGGI+I3AO8BdiBJ4wxO0Xkbv/rjwA/Bp4Ske1Y3VbfNcZUhTpWpVQAuP3JoqNloQXuqBTyZAFgjFkJrDztuUe6bB8HPhPquJRSQeDWlsVooFdwK6WCq2PYrCaLqKbJQikVXC7/sFktcEc1TRZKqeDSlsWooMlCKRVcHckiXpNFNNNkoZQKrs4Ct/+iPB0NFZU0WSilguv0obMqKmmyUEoFl6sJxAaOhHBHokZAk4VSKrjczVZxWzqmhdNuqGikyUIpFVzuRh0JNQposlBKBZe7GZzJpx5rgTsqabJQSgWXu9lf3O7t7gQqWmiyUEoFl6tJu6FGAU0WSqngcjd174bSAndU0mShlAouVyPEp3YZDaWikSYLpVRwuRogvsddkVWU0WShlAqujpZFR4FbR0NFJU0WSqngaW+z7sGdoC2LaKfJQikVPJ33stBkEe00WSilgsfVYK3j03S6jyinyUIpFTwdyUK7oaKeJgulVPC0dbQsUk89pwXuqKTJQikVPF27oXS6j6imyUIpFTydBe7U/vdTEU+ThVIqeDq6oRLSuzyp3VDRSJOFUip4urYsdLqPqKbJQikVPK56cCSCPS7ckagR0mShlAoeV2OXYbOjY7oPn/Hx7K5naXA3hDuUkNJkoZQKnraGUVfcXnloJfevv5/fb/99uEMJKU0WSqngcTWOuqk+tlRsASAzPjO8gYSYJgulVPC4urQsImS6j3d3n+RQVfOw37+rehcAOUk5gQopKmiyUEoFT1tDRE31YYzhy09v4IqH1gz7GB3JwkR57WWoNFkopYKnt26oMJ5kG1o9ADS7vcN6f5O7Ca8Z3nujnSYLpVTwdLtLXvivszjR0ApAVrJzWO/fUb0jkOFEFU0WSqng8Pm63CUvMpTXtwEwNi1hWO/fUaXJIqREZIWI7BWREhH5Xh/7XCAiW0Rkp4h8EOoYlVIj5GoADCRmnPZC+LqhTjZ0JIv4Yb1/W+U27GIHwMTYtCUhTxYiYgd+C1wKzAJuFpFZp+2TAfw3cJUxZjZwQ6jjVEqNUGuttU7IsNYRMN3HCX/LYkzq0JOFMYbtVduZmzM30GFFhXC0LBYDJcaYg8YYN/ACcPVp+3weeNUYcxTAGFMR4hiVUiPVVmete7QswudEnZUs4uxDP/WVN5dT1VrFvNx5gI6GCoUC4FiXx6X+57qaBmSKyPsislFEbu/tQCJyl4hsEJENlZWVQQpXKTUsrXXWuqNlEQHTfRyvtwrcw4lgW9U2AObmassiVHpri57+384BLAQuBy4B/l1EpvV4kzGPGmMWGWMW5ebmBj5SpdTwRWDLoqyuddjv3V65HafNyfTM6UDs1SwcYfjMUqCoy+NC4Hgv+1QZY5qBZhFZDcwH9oUmRKXUiPVoWYSXMYbj/mQxnMbN9qrtzMiegdM+vGG30S4cLYv1wFQRmSgiTuAm4PXT9nkNOE9EHCKSBJwN7A5xnEqpkTi9ZRHmAndtSztt7b5hvdfj87C7ZjfzcuZ1PhdrNYuQtyyMMR4RuQd4C7ADTxhjdorI3f7XHzHG7BaRN4FtgA943BgTuwOclYpGrXVgd0JcUrgjAehsVViGdqIvqSuh1dPK3Jy5SARcXBgOAyYL/0l8IfAucCvwN2PMwyP5UGPMSmDlac89ctrjB4AHRvI5SqkwaquzuqBOb1GE6Rd513rFUEPYVukvbsfosFkYXDfUhcBdwD3GmCuwagdKKdW/1rrTitvh/UXe0bJw2IYex/aq7WTGZ1KYWtjZstACd0/VxhgjIvf7H7uCGZBSapToaFlEiON1rcQ7bKQnxg25ZbGlYgvzcuchEXBhYbgMpmXxawBjzF/8j18NXjhKqVGjtbZ7yyLM97M4XtdGQUYitiGe8GvaajjccJgFYxYAdCaMWCtwD5gsjDF7AEQkx/9Y52lSSg2stS6iWhZlda3kZyQCQ+tC6rgzXkeyiFVDGTr7RNCiUEqNPm11EXVB3vG6VvIzEoY8gndzxWbibHHMzpnd7flYq1kMJVnEbmedUmpofD7/XfIyer4Whu4bt8dHZZPrVMtiCCFsrtjM7OzZxNutyQdjdejsUJJFbKVRpdTwuerpfXry8DjZ0IYxkJ+ROKRTfZunjZ3VO1kwtmcXlLYs+hab6VQpNXQRNtVHaa01bDY/vaNmMTg7q3fi8XlYkHsqWcTqiKihJIvvBy0KpdTo0nEvi8TMU8+FcTTUsdoWAIqyEod0st9csRmAM8ac0eM1HQ3Vh96m2xCReBG5QUT+HNColFLRraXGWidlhzcOv2M1LdhtMuSaxeaKzUxMn0hmwqmkpzWLQRLLRSLyJNZssZcDTwU6MKVUFGupttYRkiyOVLeQn5HQedOjwdQbfMbH5orNnDnmzGCHFxUGMzfUHcDngI+BdOBaYAvWHe4uNMZ8IYjxKaWiUWeyyOryZPhufnS0poXirKFNaHiw7iCN7sYeXVCxWrMYzHQf3wQuAiqA1cAFHbc7FZH7ghibUipatdaA2CKmwH2spoXPzM4D/KWTQeSrjSc3AvTZsoi1msVgksV/AU8DPwJSgPdEZCvwPOG5H4ZSKtK1VENiFti6nCLCVOBucnmobnZ3tiwG2zBYV76OsUljKUotGnjnGDBgsjDGPA483vFYRL6DNRPtLUCqiPwB+JMxRueMUkpZWqojpl5xtNoaCdW1G2qgdGWMYcPJDSzLX9Znt5NeZzEAY3nXGPMloAD4K3B7wCNTSkWvlprISRY1VrIYn+1vWQxiNFNJXQk1bTWclXdWj9didYryEXUjGWPajDEvGmOuCVA8SqnRoKX6tOI2hKvAfbSmGYCiri2LAWJYV74OgMXjFgcvsCijNQelVOBFUjdUTQvpiXGkJ8YBg6tZrC9fT0FKAQUpBT1e0ynKlVIqEIyJsGTR2tkF1aG/07zP+NhwckOvXVCgF+UppVRguBrA5+mZLMI0GupodXO3LqiBTvX7avdR76pncV7/XVBas1BKqZGIoKu3vT5DaW1rjwvy+utBWnfCqldoy6I7TRZKqcDqnBfq9AJ36JXWtuDxGSZ06YYSkX7bBOvL11OcWkxecl7wA4wig04WIrJEYvU6d6XU4PXZsgj9aKiDldZIqMm5KYPa3+PzsPHkxj5bFRC7030MpWVxB7BRRF4QkS+IiKZdpVRPzVXWOgJaFgcqmwCY1CVZCH2PZNpRtYPG9kbOyT9nwGPH2miowUz3AYAx5m4AEZkBXAo8JSLpwCrgTWCtMcYblCiVUtGjucJaJ4/p/nwYCtwHq5rJSIojK9nZJY6+9197fC02sbFk3JLgBxdlhnMF9x5jzC+NMSuwpv34B3AD8Emgg1NKRaGmCohLhvjBdf0E08HKJiblJPd4vq909WHZh8zJmUN6fPqAx9bRUENgjGk1xqw0xnzdGLMoUEEppaJYUwWkjBl4vxA4UNncrQsK+m5Y1Lvq2VG9g2X5y/o9ptYslFIqEJr7ShahLXA3trVT2ejqvbjdSwgfnfgIn/GxNH/poI4fazULTRZKqcBqqoDk3HBH0TkSalJu926ovloGH5Z9SKozlTk5c/o9rk4kqJRSgdBUASljwx0FB6uskVCTc3urWXQ/0RtjWHt8LeeMOweHbdDjfmKKJgulVOB426275PXWDRXi0VAHK5ux24TirNNaFr3se6DuABUtFQPWK6z3a81i0ETEJiKafpVS3TVXWusI6IY6UNlEUWYiTkfP09zp5YY1ZWsAWFYwcLKIVUNOFiJyD3ASOCIiW0XkzsCHpZSKSk3+ayx67YYK7S/yAxXNvRa3RXomi/ePvc/MrJmDmuJDpygfvH8F5hpjCoAVwDIR+WFAo1JKRaeOlkV/Q2dDcJJ1e3wcqGxiWl7qgPvWtNWwpXILFxRdMKhjazfU4DUBFQDGmBPAl4FrAxmUUipKNZ201mG+zuJQVTMen2FGL8lCkG4F7jWla/AZ36CTRQcdDTWwh4GXRGSK/3Ex0DKUA4jIChHZKyIlIvK9fvY7S0S8InL9MOJUSoVaUx9TfUBIC9x7yhsAmDa2l2RxWsPg/WPvMyZpDDOzZgY9rmg2nOk+/ht4DnhcRGqAEmCviNwgIlMHer+I2IHfYs0vNQu4WURm9bHf/cBbQ41RKRUmTSfBmQrOpIH3DaK95Y04bNLnbLMdPWEur4u1x9fyqaJPDfnKbG1ZDIIx5lVjzAXAGOBM4D1gKfC7Qbx9MVBijDlojHEDLwBX97Lf14FX8Hd5KaWiQMNxSBsX7ijYW97IpNzkXkdCdbXuxDpaPa1D6oKK1ek+RjT81RjjAbb5l6cH+bYC4FiXx6XA2V13EJEC4LNYExX2ObG8iNwF3AVQXFw86LiVUkHSeAJS+0oWoZvuY+/JRhYUZ/b5ekcEq46tIsmRNOAtVHs9ho6GCrre0vLp3/qvgO8ONOW5MeZRY8wiY8yi3Nzwj+tWKuY1nIC0/LCG0OTyUFrb2mtxG061DLw+L+8efZdzC87FaXf2um+v74/R0VDhuLCuFCjq8rgQOH7aPouAF/z/UXOAy0TEY4z5c0giVEoNnc9rtSzCnCz2ljcCML2X4nYHY2DjyY3UtNWwYuKKYX1OrNUswpEs1gNTRWQiUAbcBHy+6w7GmIkd2yLyFPBXTRRKRbjmSjDevruhQjQaqjNZ9NWy8Mfw5uE3SXQkcm7BuUM6vtYsQsQY4/FfBf4WYAeeMMbsFJG7/a8/EuqYlFIB0ODvIAh7y6KBZKedgozEPvcxeHnnyDtcUHgBiY6+91OnhGV+J2PMSmDlac/1miSMMV8IRUxKqRFqPGGtBypwB9n2snpm56djs/X+eSJQb/ZQ66rlkgmXDPn4nVOUa4FbKaWGYbAtiyCeYz1eH7tONDC3sP/botawniRHkk4cOASaLJRSgdFwHGyOsM44W1LZRFu7j7kF/SQL8VLLJi4ouoAER8KQP0NvfqSUUiPReAJS8sBm7/31EBS4t5fWAzCnn2TR5tiJR5q4dOKlQYtjNNJkoZQKjPrSsBe3d5TVk+y0Mymn593xOjTFfYzDpA2/C6rz2kJtWSil1NDVH4OM8M6ksK2sntkFfRe369rqaHFsJ5tziLPFDeszYvWiPE0WSqmR83mtlkW/ySK40314vD52n2jot16x8tBKEC9ZZumIP09rFkopNVSNJ8DngYyigfcNksEUt1878BpObxFJDD9ObVkopdRw1R211mHshtp2zCpu9zVsdn/tfnZV7yK1/ZyANG60ZaGUUkPVmSzG971P5w/y4JxkNxypITMprs/i9iv7X8Fhc5DiWTyiCGJ1ug9NFkqpkavz33UgvTBsIWw4UsvC8Zm9nsxb2lt4reQ1PjP+M9gZ+L7cgxJbDQtNFkqpAKg7AiljIa6/eZaC94u8ptnNwcpmzhzf+z0s/nbobzS1N3HzjJsRRjbsVWsWSik1XHVHB1+vCMJoqE1HagFYND6rl48zvLDnBaZnTmd+7vyAfabWLJRSaqjqjkJ6+EZCbThSS5xdmNdLcXtr5Vb21e7jxhk3IiKMtOTQ0c2lyUIppYbC224li6yJ/e8XxOk+Nh6pYXZ+OglxPacaeWbXM6Q6U7l84uVWGAH/9NigyUIpNTJ1R62bHmVNDsvHuz0+tpbWs6iXesWRhiO8c+Qdbpp+E0lxSZ3PB2TorE73oZRSQ1B9wFpnhydZbDlWh9vj46yJPesVT+98mjhbHJ+feepmnLE69HWkNFkopUamxp8sBmxZBGe6j3+UVGETOGdSdrfnq1qreK3kNa6achU5iTndXhtpvUEQrVkopdSQVB+A+DRIzhl43yD4sKSKuQXppCd2nxjw2V3P0u5r545Zd3R7XtsVw6PJQik1MjUHIGsSIx5mNAxNLg9bjtWxbEr3RFXdWs0f9/yRFRNXMCF9Qo/3jbRxIyJas1BKqSGpPgDZUwbeLwijodYdqsbjMz2Sxe93/B6X18VX53+11zBGnCxisH2iyUIpNXwet3UfizAVt9eWVON02FjYZSTUyeaTvLjnRa6afFWvrQo1PJoslFLDV10CxgfZUwexc+B/ja8tqWLR+Mxu11c8vPVhfPi4e/7dfUQx8uK0tiyUUmooKnZZ6zEzB/+eAPX1l9W1sqe8kfOn5XY+t6t6F6/uf5WbZ9xMQUpBQD6nL7E2GsoR7gCUCreKlgp2VO2goqWCdl876fHpzMyayZSMKTomfyCVe0DskDOYlkVgvbf7JAAXzRwLWBfJ3bfuPjITMvtsVQAQgJpFDDYsNFmo2GOMYW/tXlYeXMk7R9/hWOOxXvebkjGFf5r7T1w68VJNGn2p2G2NhHLED7xvgAvc7+yuYGJOMpNzrftXvHHoDTZXbOaHS35ImjOt7zAC8umxdwW3JgsVM9xeNysPreSZXc+wv3Y/DnGwJH8JN06/kfm58ylMLSTOFkd1WzUbT27kxT0v8t013+X1A69z75J7GZcyLtx/QuSp3DO0LqgAaXZ5+OhANbcvGY+IUNtWy/3r72dW9iyumXLNgO8fecMi9i7K02ShRr16Vz0v7XuJP+7+I5WtlUzNnMoPzv4Bn5nwGTITes4nlB6fzqT0SVw75Vpe2PsCv970az77+mf51qJvcd3U67SV0aG9DWoOwuxrQ/7Ra/ZX4fb6Orug7lt3Hw3uBh69+FHstp6TCXYViKGzsUiThRq1yprKeHbXs7yy/xVaPa0szV/KT879CUvGLRnUCd9us3PLzFtYXricH374Q3700Y/4++G/88OlPyQ/JT8Ef0GEq9pnjYQaM2OQbwjcdB9v7zpJWoKDRRMyWXV0FSsPreSr87/K9KzpgztAAK6z0JaFUlFuR9UOnt75NH8/8nds2Lhs0mXcPuv2wZ9ITlOUWsRjn3mMl/e9zC82/IJrXruGr8z7CrfPup04e9zABxitTu6w1mPnhPRjXR4vf99ZziVz8qhuq+DeD+9leuZ07px756Deb53ofUGOcvTRZKFGBa/Py/ul7/PMzmfYVLGJlLgU7ph1B5+f+XnykvNGfHyb2Pjc9M9xbsG53LfuPn616Vf8ueTP/J+z/w9L8pcE4C+IQse3QFzy4K7ehoBNB/L+3koaXR4umzuGb3/wbVxeFw+c/0BIE7eIxNw9uDVZqKjW6G7krwf/yrO7nuVo41Hyk/P5zlnf4dqp15Iclxzwz8tPyeehCx9idelq7lt3H3e9fRcXj7+Yb5z5DYrTBnlb0dHixFbImwsD1Ah6GtlZ9i9bj5Od7GRd/TNsqdzCA8sfYGL6ADde6kJrFsOjyUJFHWMMWyu38sr+V3jr8Fu0elqZmzOXB858gE8XfxqHLfj/rJcXLufscWfz5I4neWLHE6w6uorrp13PV+Z/pcd02KOSzwvl22HBrSH92GaXh3d2n+TMOTt5bs+z3DLzFlZMXBHSGEBrFlHtaONRvv7e17GLHZvYeq5tduxiJ94eT6IjkURHIklxSae2HUmkx6eTEZ9BZkImqc5UbKIXuEeSw/WHeevwW7xx6A0O1B8gyZHEZRMv44ZpNzAre1bIRynF2+O5e/7dXDf1Oh7Z+ggv7XuJ1w68xh2z7+DWmbeSHt/zftCjRvUBaG+GcfOH8KaR//d5e9dJPAlb2dH2Ry4supBvL/r2kI8Rgz1IATFqkoXH5+FE0wm8xovP+PAZX+e213jx+Xx4jAe3102LpwWf6b/AZRMb6c500uPTyUzIJCM+g6yELDITMsmMzyQrMYuseOtxVkIWWQlZsV3sDAKf8bG7Zjdry9by9pG32VOzB4Azcs/g3iX3cunES4PS1TRUuUm5/PuSf+e2Wbfx0OaHeGTrI/xh1x+4cfqN3DbrttHZ0jix1VoPKVn4jaAP6NGNfyKx4Hnm5c7j/uX3DzhMNlhicYrysCQLEVkB/BqwA48bY+477fVbgO/6HzYB/8sYs7W/Y05Kn8TLV708qM83xuD2uWltb6XVYy0tnhbqXfXUumqpa6ujztVlaaujrKmMHVU7qG2rxWM8vR43JS6lM3l0TSKZ8ZndH/u3nXbnoOKNFcYYjjQcYUvlFj48/iEfH/+YWlctAPNy5/Gds77DxeMvDkjBOhgmpE/gwQseZG/NXh7f/jhP7niS53Y/xzVTruHWmbeOrhlQS9dDXBLkDnbY7Mg9seUVjjoeIy9+Gg9/+mESHAnDOo4Qeyf6QAh5shARO/Bb4GKgFFgvIq8bY3Z12e0QcL4xplZELgUeBc4OYAzE2+OJt8eTQcaQ3muMocHdQG1bLTVtNdbaVdP5uOO5403H2Vm1c1DJJTMhk6z4LLISTyWWzIRMUuJSSI5L7rEkOhKjvous3dfOscZjHKw7yP7a/Wyr2sb2qu3Uu+oByErIYlnBMpbmL2VJ/pKo+nU+PWs6D5z/AF8742s8ufNJXtn/Ci/ufZFzxp3DTdNv4vyi80NSVwmqY59AwUKwD+HvGOZ0H8YYntn1DL/c+gt8LZP4/dW/I9WZOqRj9BrGCGnNIvgWAyXGmIMAIvICcDXQmSyMMR922f9joDCkEfZDREiPt7qnBvNL0RhDY3sjNa011Lq6J5Tatlqq26qpbavlRPMJdlb3n1w6Y0BIiksi2ZFMsjOZZEcy8Y54EhwJJNoTSXAkdNZmum3bEwa3nyMBp805rBqAMYYWTwsNrgYa3NZS0VJBeXO5tbSUU9pYyuGGw3h8ns6/Z3LGZD5d/Gnm5c5jXs48JmVMivqEOCF9Aj9a+iO+vuDrvLr/Vf5n7//wjfe/wdiksVw5+Uoun3g5UzIHOew0kribreL2uf8S9I9q97Xzs09+xkv7XkJa5rM05auMz8wa8XEDMd1HrAlHsigAus7cVkr/rYYvA2/09oKI3AXcBVBcHJnDFkWENGcaac40JjBhwP07kktdWx1N7U00tzfT0t7S+7anheb2Zprbm3F5XTS4GjjpOYnL66LN00abp41Wb2vnSXlIcSM47U4cNgcOmwO72HHYHMTZ4nDYHNjEhtfnpd3Xjsfn6Vy3edr6THapzlTykvMoTCnk/MLzmZwxmUkZk5iYNpGkuKQhxxgtchJzuGveXXxpzpf4oPQDXtr3Ek/seILHtz/O9MzpXD7pci4efzGFqRHzm6h/ZRvBeKEoYI39XlW1VvG91d/jk/JPODfnc7yx5gxu+1LoZ7fti7Ysgq+3lNzrty4in8JKFuf29rox5lGsLioWLVo0Kv7LdU0ugeLxeXB5XbR6WrslkjZvW8/tLmuX14XH5+m2eI2VILw+b2ci6UggcbY4EhwJnfGnxVvr3MRc8pLzRnVCGAyHzcFFxRdxUfFFVLVW8dbht/jbwb/x4MYHeXDjg0xOn8z5RedzfuH5zM+dH7bi7YCOfWKti84a4hsHP93HR8c/4vtrvk9zezM/XvpjHv5rFtPHwvKpgemODMQ9uGNNOJJFKVDU5XEhcPz0nURkHvA4cKkxpjpEsY1KHSf1SBg5pCw5iTncMvMWbpl5C8cajvF+6ft8UPoBz+x8hid2PEGqM5WFYxeyOG8xi/MWMzVzauR0yx3+B4yZBYk9J2EcqZb2Fn6z5Tc8u+tZJqVP4rHPPEZpRTp7T67n5zfMD8hJWkQC0iaItSJ5OJLFemCqiEwEyoCbgM933UFEioFXgduMMftCH6JSoVOUVsRts27jtlm30ehuZO3xtXx8/GPWla/j/WPvA9ZMuIvGLmJ+7nxmZ89mZvbMERV5h629FY58BGcNbh6mbgY40a8uXc1PPv4JJ5pPcOP0G/nmwm+SFJfE/33pY/LSErhqfuRM3qg1ixAwxnhE5B7gLayhs08YY3aKyN3+1x8B/i+QDfy3/5eExxizKNSxKhVqqc5UVkxYwYoJ1lXJ5c3lrC9fz7rydawvX8+7R9/t3HdC2gSmZk5lQtoEJqRPYHzaeIpTi8mIzwheN8nRj8DrgkkXjOAg3X+Rb6/czq83/ZpPyj9hcvpknrn0GRaMWQDARweq+ehgNT+4fCZOR2BaVgI638cwhGX8njFmJbDytOce6bJ9JzCMny4qVhljKG9oo9nlIcnpIC8tAZst+n/95SXnceXkK7ly8pUA1LbVsqt6Fzurd7Kzaif7a/ez6uiqboMK4mxxjEkaQ25iLrlJuWQlZJHqTO22pMWlWev4NNKd6aQ6UwdXIzn4PtjiYPzSEf1dxhg+Ov4Rz+15jtWlq8lKyOK7Z32XG6ff2HlxqzGG/3xrD3lpCdx6zvgRfV6g6XQfSkWRqiYXb+0s580d5Ww9VkdD26kTZnpiHCtm5/HVT01mfPboqdVkJmSyrGAZywqWdT7X7munrLGMww2HOdZ4jMrWSipbrGV/7X7qXfU0uhsHHJKd6kztnLVgXPI4ClMLKUwpZHLGZGZlz7IGKBxYBUWLIT5lGNELRxwO3j72Nq9v/xWH6g+RlZDFPWfcw62zbu1RU3tndwWbj9Zx37VzSYgLXLFfp/sYHk0WKupsK63jd6sP8sb2E/gMTMpJ5sr5+cwYl0Z6YhyNbe1sOFzLa1vLeGVTKTcvLubrF05hTNrwrviNdHG2OCakT+j3uh9jDK2eVhrdjTS1N9HobqTB3UC9q75zXe+qp95dT11bHQfqD7CmbA0urwuwpr+ZlFrMPE8p8wovZm7tPopSi0h0JPb5me3edkqbStldvZtNFZvYWLqGkqJ8OPJXzsg9g5+e+1MumXBJrzMZuDxefvbGbiblJHP9wggcUixa4FYqIhljeH9vJb9bfYCPD9aQGu/gzvMm8dkFBczIS+3RR3/L2eP5/qUzeOi9/Ty/7igvbyzli8sm8JXzJ5OeGHtzeIlYF3ImxSUxlrGDeo/P+KhsqWRv7V52VO1g24E3eCcpkVerP4LXrwMgOyGb3KRcEh2JxNvjcXvdtHpaqXfVU95S3jkHW5IjiXmp47n26E4uvuRX5M2+vt/PfnzNIQ5WNvPUF8/CYQ/sKDBBSxbDoclCRTS3x8frW4/z2OqD7D3ZyLj0BP7tspnctLiI1IT+T/pj0hL4yTVz+afzJvHg2/v47/cP8NwnR7n7/MncsXQ8SU79598fm9gYmzyWscljWV64HLa/jWlycuSOP7GzehdlTWWUNZVR3VpNm7eNVk9rZ71kcsZkClMLKU4tZnLGZKZlTsNRtgk2XQzxGf1+7rGaFv7rvf1cNjePC6aPCfjfFZDht1qzUCoyNLS18/wnR3ly7WHKG9qYkZfKg5+bzxXz8oc8KmZ8djK/vmkBX1k+mZ//fS/3v7mHR1cf4IvLJnLHkgmkJ8VeS2PIWmvh0GpkydeYkD6RCUO42dBQeH2Gb7+8FbsI/37FrKB8BsTe1deBoMlCRZRjNS08ufYwL64/SrPby9LJ2dx33VzOn5Y74l+Es/LTeOILZ7HxSC0Pv1/Cg2/v43cfHODWc8bz5XMnjtqaRkDsewt8Hph5VVA/5rE1B/n4YA3/ef08xqX3XQ8ZiUCMkdMpyqPYkeoW/vfzm3E6bMQ7bCTHO8hMcpKd7CQr2Ul2ipP8jERyU+JHxZDK0cQYw/rDtTz94WHe2HECmwhXzBvHnedNYk5B4G8gtHB8Jo/fcRZ7yht4+P0DPLbmIE+uPczl88Zx+5LxnFEUxOsUotW2FyG9CPLPHMFBOqb76P3VzUdr+cXf93LpnDxuCHJRe8TTfehFedHL7fGxvaweV7sXt9dHk8tDW3vPGxw57TYKMhMp7FySKM6ylvHZSaQnxumJIkQqGtt4ZWMZL204xsGqZtISHNy13KonBOtXZVcz8tL49U0L+ObF03hy7WFe3ljKnzaXMa8wndvOGc+V8/MDOmQzatUdtYbMnv9dsAVnypET9a3c9YeN5KUn8LNr5wb1/8FA3YM71rqyRk2ymDo2hVXfuqDbcy1uD9VNbmqa3VQ3uyira6O0toXS2lZKa1t5e9dJqprc3d6TmuBgfHZHAknusp3EuPSEgI/MiDVVTS7e3nWSN3aUs7akCq/PcNaETO6+YDKXzx1Hcnzo/0mOz07mh1fN5luXTOdPm8t45sPDfPvlbfzHX3dxxbx8rl9YwJnFmbH7I2LL89b6jM/3v99A+vj+GtvaueuZjbS4PDx35zIykiL/pmDashhlkpwOkrIcFGX1Pdtpi9vD0ZoWjla3WOuaFo5Ut7DnRCNv7zpJu/fUrweHTSjMTKTI3woZn5XcuV2clRSWE13YuRphz9+g5F2oLgGMNcncnGth8kV4Dewoq2ftgSo+2FvJ+sM1+AwUZyXxT+dN4oZFhUzOHc4FXoGXEu/gtnPGc+vZxXx0sJqXN5Ty581lPL/uKBOyk7j2zEIunzcuYuINCZ8XtjwLk86HzEBdRX3q/6kWt4cvPbWe3ScaePT2hUwbG4r5rgIzkWCsicGzW3dJTgcz8tKYkddzSnCvz3CivrVbMjlS08Kxmhb+svUE9a3t3fbPSXFSlJVEUWYSuanx5KTEk5Pi9K/jyUl1kp0cH7A5bsKqrQHW/go++m/wtELKWBgzy0quu/5G3JbnOBQ/nf90XccbbbMBYUZeKvd8agor5oxj5rie10ZEChFh6eQclk7O4T+u8fDmjnJe2VjKg2/v48G39zFlTAorZudxyew85hSkRezfERB7/mp1Q13844Afur61nbue2cDGI7U8dPMCLpwxuOs/IoEWuFU3dptQmJlEYWYSSyf3fL2+pf1Ua6SmmWP+VsmWY3VUNblocXt7PW6y005qQhxpiQ7SEuJIS4wjNaFj20FqQhxJTjuJcXaS4x0kOu0kddlOdvqfc9qJC3G3mPG24/rkCeLW3I+9tZqDeZexKu1qVrdOpOR4M2V1rcTh4Tr7ar4hr/MwP6UmfwG2i35AxuzlIY01EFLiHVy/sJDrFxZyvK6Vv+8s562dJ3n4gwP8ZlUJ+ekJnDc1l2VTc1g2OZvslPhwhxw4xsDaX0PmRJh5ZQAOeCqplta28KWn1nOoqplf3bSAK+aFbkZZicGrrwNBk8UIpCfFMTcpnbmFvY/YaXF7qGp0U9nkorrJRVWTm6omF/Wt7TS2tdPQ6qGhrZ3KRhcHKptoaG2noc2D1zf4f8hOu60zcViLo3M70WnHabfhdPgXu71zO95hI84uGAM+Az5j8PkMPgMen49ml5dml4dmt4dml4eG1nam1K/lrrYnmSzH+dg3k//X/i9sPzyJZKedibluzhyfye1LxjO3MJ3Z+ZeRHvcz2PwHslb/HF66Dtada92Kc8pFgbsRcgjlZyTyhWUT+cKyidQ0u3ln90ne3X2SlTtO8OIG6+aPs/PTWDIpmzPHZ7KgOCMkhfqgOfKhdVe8y38BAbwR04bDNXzpuTUY4OkvLWbp5Oi5v3pXWuBWAZPkdFCc7aA4e/B3iDPG0Nbuo8XtocXt9S99bLs8tLR7aXVbJ/au29XNblprrZFhrnYfbq8Pt8e/eHuOEutKBJL9SScl3sE8+2G+1foEs91bqU4o5q1pv6R14mf4QUYiE3OTyU2J77sr5qwvwxm3wKan4R+/hOeus2oaS78Oc64HR+QXM3uTlezkc4uK+NyiIjxeayTe2pIq1uyv4pmPj/D4Pw4BkJeWwILiDGbnpzFtbCrTxqZSlJWEPdKHbxsD7/0EksfA/BEWtv2qm11kA79ZtZ8J+RfwXzcvCMskjxH+zUcsTRYRRkRI9LcKsoP0GcYY3F4f7V6DTcAmgvjXdv+2iEDdMeuEse0FSMqGT/+c7IVf4BL7EK94jkuAs78CC78IO16GD/8L/vy/4N0fw+J/ggW3QUpucP7YEHDYbSwozmRBcSb3XDgVt8fH7hMNbD5ay+ZjdWw+WscbO8o790+IszFlTArFWUn+bs5ECjISKchMJCclnswkZ/iTyd6VcPRDuPxBcI7sdrjNLg9PfXiY1as28aINrpmfz2XXLQ1b7S4QjVqd7kPFBBEh3mGnz8FbzdWw5hew/jFAYNk34LxvQsIIL5BzOK3hl/NvtkZPffhrePdHsOqnMPMKK5lMXB6VXVRdOR025hdlML8ogy/4n2t2edhf0cS+8kb2nmxkf0UTe8obeWd3BW5P95aeCGQm+S8m9V9UmpHkJDMprtt2xzozyUl6YlzgLjb1uODteyF7Kpx5x7AP09DWzh8/Ocqjqw9S0+zmzknpcByuWVAAYR7koSWLodNkoU5pqYF1j1m//Nubre6HC74HGUUDv3coRGDqp62lci9sfAq2/BF2/gmyJlsJZe71kDkhsJ8bRsnxDs4oyuCMooxuz/t8hqpmF6W1rRyva6W6yU11s5vqJpd1fVCTm/0VTdS1uKltae+znmUT6x4emUnWbAWTclKYOjaFGXlpLCjOGNqw7tUPQPV+uOVlsA/9FLGnvIFnPz7Cq5vKaHF7WT4tl3/59FQW2A/BY0M+XMAFolWgo6FUbKo5BB8/DJv/AO0tMOMKuPDfYcyM4H927nRY8TO46F7Y9ZqVON77sbUUngVzb4DZn4WUwM8+GglsNmFMagJjUhM4sziz332NMTS6PNQ2W4mjtsVtJZHm9s5kUtPiprLRxTu7T3YW3R02YV5hOudOyeG8abmcUZTR9yi6E1ut2tL8m2HqxYP6G3w+w96Tjby1s5y/bTvB/oomnA4bV87L546l45lXmGHtWHao4w8Z1HFVZBk9yaLuKLz+dUBAbP6ujP625bRtW/dtsYEjAZwpVp+tMxnikq11YiYk50JSVkBHiYRUe6t1Md2WP8LBVSB268S89B4YOzv08cQlwPwbraXuKOx4Bba/DG98B978HhSdDdNWwPRLIWda1HdVDYeIWMOrE+IYP4iCVnWTi53HG/j4YDUfHqjmN6tKeOi9ElLiHZw9MYs5BenMKUhnRl6qNTuBuwH+5w7r3/YlP+31mMYYKhtd7D3ZyN7yRjYeqeWTQzXUNLsRgbMmZPEfV8/m8rnjInYYcSCm+9AruKOZqwH2/R0w1r8E4+tlmz6eN/61r/v2gMRKGMm51pJeBBnFVrdNRrH1OL0QhloQDpaWGih5B/a+Ya1dDVaM530LFn0R0kI31r1fGcXWENtz/wVO7rK6p/a9Ae/cay2ZE63EMXG5dS/oxIxwRxyRslPiWT4tl+XTrMED9S3tfHSwitX7q1h3qIZVeyvo6NVy2nw8mfBLzvYd5adjfk7ZKweJsx/G4zW0e300tLVT0eiisrH79UMFGYl8avoYzpmUxfJpuYztb+beGEzwo8noSRZj58C3NgTueMaApw3cLeBusrpn3M3WdmstNFdBc6V/qYKmk3DoA2g4TrdpNcUGqfn+JNLLEqxk4m23updObIXSdXDsEyjfbiXB5Fxrqul5N8CE5UGbHC4gxs6ylgv/zRqdtf8t2PsmbHwSPnnY+n7z5lmJo3gJFJwJqXnhjjoipSfFsWLOOFbMGQdY1wHtPtHI/vIG5mz8N+ZUbOSpzK+zmem0VLXQ7vURZ7cR5xCSnQ7mFWYwJjWewsxEpudZw4BzhtV6CG83VCDuwa2jodQpIhCXaC3JQxjE6nFDQ5nVldKx1B+z1kfWwvb/6d5q6ZpM0vKtIapJWZCYZa3j06xRRLY4sDutgqO33Upk7W3WVBst1dBUYSWsxnJrjqaag9b9B8DqPitcaLUgpl1iTTMdyQmiLxlFcNad1tLeBmUb4NAaOLwGPnkEPnzI2i8130oa+Qtg3HyrLpJWGJ1/cxAlOR0sLExh4eYfQMVf4Pzv8YVPfb9zBJfqRww2kjRZBJrDCVkTraU33vaeyaRjKdsIrTXQVj+8z07MsuZoyplmFalzp1sXwI2ZNaxRLREtLgEmnGstfN9qAZZvg7JNcHyTtd7z1y77J1nfS+4MyJpkJZ70QqsbLq0gai8OHJGWGnjlTjjwLpz/PWvkW1BFxhlWCMxIJh0NpYLLHmcNCe1vWKjXA2111v/Mrgbwuv1Lu7XYneCIt1o9jnh/ayQnNk94HZxJUHyOtXRorYWK3dbw3Mq9ULXXaoVse+G0N4s12io5F5JzTtWgkrJPbaeM8e8zxkpU0e7gB/Cnu6G5Aq58CBYO/3qKIRsFJ1nthlKRwe7wn7Sic86ciJGYaRXAxy/t/rzHBfWl/uXYqe2Waqv+VLvBWrsbez9ufLp1xXnKWCuRZBRZF7DlTLVaL5H83636ALz7H7Drz5A9BW5+x+quiyUBqFnEIk0WKvY44iF7srX0p70NWqqselBz5am6UHOltW6qgJM7rNFlXtep96UVQNFia7jv+KUwdm546yVejzX4YsMT1nBpRwJc8H1Y+r9HPJXHkETIaCi9B/fwaLJQqi9xCf66xgD3g/Z5rZpTdYnV3XV8ExxbZw35BauFM+FcmHg+TDjPqiUF+8TZVg9HPrLmeNr9F6sWlpgF5/2rNR9XWEeMRcBJNgJCiDaaLJQaKZv91KCGrlc915fB4X/A4dVwcLV10gar7jFxubUUnGkV3J0jmH3V44aqfVYrp3y7NbX4iS3WqDtninUh46xrYMqnw1xviZCWhYz8Tnlas1BKBU56wamr0gFqD1tDfQ+ttpYdL5/aNyXPSjYdhfWkLOtEb7ODzWENse64zsfdbNVUGsqshNR4Aoz/Qjl7vFWDOO9frWRUuDjyCvIx1n0zWmiyUCpUOkbBnXmbdcKs2g8VO62ic81BK5lU7bMK7S01pxJAVzaHlUSSsqzayMTzrG6y3BnWhanZU0bfMOkAE0Y+7FWn+1BKhYYI5E6zlt74fFbR3Oe1kobPa3VVOSJzvqVBiZACtxoeTRZKRSKbDWxRfEvWfo2C6T5icDSUzn+glFJqQJoslFIhEhndUFbNYuTHibXRUJoslFKhFWPdN6NFWJKFiKwQkb0iUiIiPWYvE8tD/te3iciZ4YhTKTX6WNdZjHw0lLYsgkxE7MBvgUuBWcDNIjLrtN0uBab6l7uAh0MapFIq8CJkNFSgpvuINeEYDbUYKDHGHAQQkReAq4FdXfa5GnjGWMMNPhaRDBEZZ4w5EfpwlVIBIf7fpq/cCX8O390jf+rx4vEamu8dwUEKs3iz4SirSv4SsLgiXTiSRQFwrMvjUuDsQexTAHRLFiJyF1bLA8AlIjsCG2rUygGqwh1EhNDv4hT9Lk4Z4XdREbBAIsD0wewUjmTRW/vt9M6/weyDMeZR4FEAEdlgjFk08vCin34Xp+h3cYp+F6fod3GKiAzqftThKHCXAkVdHhcCx4exj1JKqRAJR7JYD0wVkYki4gRuAl4/bZ/Xgdv9o6LOAeq1XqGUUuET8m4oY4xHRO4B3gLswBPGmJ0icrf/9UeAlcBlQAnQAnxxEId+NEghRyP9Lk7R7+IU/S5O0e/ilEF9FxJr85sopZQaOr2CWyml1IA0WSillBrQqEgWA00fEitE5AkRqdDrTUBEikRklYjsFpGdIvLP4Y4pXEQkQUTWichW/3fxo3DHFE4iYheRzSLy13DHEm4iclhEtovIloGG0EZ9zcI/fcg+4GKsIbfrgZuNMbv6feMoJCLLgSasq9/nhDuecBKRccA4Y8wmEUkFNgLXxOi/CwGSjTFNIhIH/AP4Z2PMx2EOLSxE5JvAIiDNGHNFuOMJJxE5DCwyxgx4geJoaFl0Th9ijHEDHdOHxBxjzGqgJtxxRAJjzAljzCb/diOwG2sWgJhjLE3+h3H+Jbp/JQ6TiBQClwOPhzuWaDMakkVfU4MoBYCITAAWAJ+EOZSw8Xe9bMGap+JtY0ysfhe/Ar4D+MIcR6QwwN9FZKN/+qQ+jYZkMaipQVRsEpEU4BXgG8aYhnDHEy7GGK8x5gys2RAWi0jMdVOKyBVAhTFmY7hjiSDLjDFnYs30/TV/V3avRkOy0KlBVK/8/fOvAM8ZY14NdzyRwBhTB7wPrAhvJGGxDLjK30//AnChiDwb3pDCyxhz3L+uAP6E1a3fq9GQLAYzfYiKMf6i7u+B3caYB8MdTziJSK6IZPi3E4FPA3vCGlQYGGO+b4wpNMZMwDpPvGeMuTXMYYWNiCT7B38gIsnAZ4A+R1JGfbIwxniAjulDdgP/Y4zZGd6owkNEngc+AqaLSKmIfDncMYXRMuA2rF+PW/zLZeEOKkzGAatEZBvWj6u3jTExP2xUMRb4h4hsBdYBfzPGvNnXzlE/dFYppVTwRX3LQimlVPBpslBKKTUgTRZKKaUGpMlCKaXUgDRZKKWUGpAmC6WUUgPSZKGUUmpAmiyUigAicqf/vgKDud+8UiGnyUKpyHAdcCFwQ7gDUao3miyUCiIR+Z2ILBvErp9gTR8eq1OHqwinyUKp4DobGMwd6VKANUB6cMNRang0WSg1BCLyXpeJCdtEpM9uIxGZCewzxngHOKYN+CxwO/BZ/62ClYoomiyUGgJjzIX+mwj9Dmsq/P7uk3Ep0Ocsnl1cCGwzxhwGtvofKxVRNFkoNUQicjtWIrhlgFbDJQwuWdwCPO/fft7/WKmIolOUKzUE/m6nO4GrjTFt/eyXBKwyxpw9wPESgTKgCeu+0DYgFcg3xrQGLHClRkhbFkoNkv8ezl8Fru0vUfh9Clg1iMNeBbxhjCk2xkwwxhQDfwGuHFm0SgWWJgulBu9prHu8r/UXuPu7E+Fg6xW3YN37uKs/ATF7u08VmbQbSqkgEJFNwNnGmPZwx6JUIGiyUEopNSDthlJKKTUgTRZKKaUGpMlCKaXUgDRZKKWUGpAmC6WUUgPSZKGUUmpAmiyUUkoN6P8D+1KZnHqn9MYAAAAASUVORK5CYII=\n", "text/plain": [ "
" ] @@ -162,7 +162,7 @@ "source": [ "mix = FMTFunctional(np.array([1.0, 2.0, 0.5]), FMTVersion.WhiteBear)\n", "bulk = State(mix, KELVIN, density=0.42/(ANGSTROM**3*NAV), molefracs=np.array([0.3,0.2,0.5]))\n", - "profile = Pore1D(mix, Geometry.Cartesian, 10*ANGSTROM, ExternalPotential.HardWall(1.0)).initialize(bulk).solve()\n", + "profile = Pore1D(Geometry.Cartesian, 10*ANGSTROM, ExternalPotential.HardWall(1.0)).initialize(bulk).solve()\n", "plt.plot(profile.z/ANGSTROM, (profile.density*ANGSTROM**3*NAV).T)\n", "\n", "plt.axis([0,5,0,1])\n", @@ -194,7 +194,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.8.5" + "version": "3.9.10" } }, "nbformat": 4, diff --git a/src/adsorption/mod.rs b/src/adsorption/mod.rs index 1571bf6..a629889 100644 --- a/src/adsorption/mod.rs +++ b/src/adsorption/mod.rs @@ -55,7 +55,7 @@ where }) } - fn equilibrium( + fn equilibrium( &self, equilibrium: &Adsorption, ) -> EosResult<(QuantityArray1, QuantityArray1)> @@ -111,12 +111,12 @@ pub type Adsorption1D = Adsorption; /// Container structure for adsorption isotherms in 3D pores. pub type Adsorption3D = Adsorption; -impl Adsorption +impl Adsorption where QuantityScalar: std::fmt::Display, D::Larger: Dimension, { - fn new>( + fn new>( functional: &Rc>, pore: &S, profiles: Vec>>, @@ -129,7 +129,7 @@ where } /// Calculate an adsorption isotherm (starting at low pressure) - pub fn adsorption_isotherm>( + pub fn adsorption_isotherm>( functional: &Rc>, temperature: QuantityScalar, pressure: &PressureSpecification, @@ -142,7 +142,7 @@ where } /// Calculate an desorption isotherm (starting at high pressure) - pub fn desorption_isotherm>( + pub fn desorption_isotherm>( functional: &Rc>, temperature: QuantityScalar, pressure: &PressureSpecification, @@ -162,7 +162,7 @@ where } /// Calculate an equilibrium isotherm - pub fn equilibrium_isotherm>( + pub fn equilibrium_isotherm>( functional: &Rc>, temperature: QuantityScalar, pressure: &PressureSpecification, @@ -241,7 +241,7 @@ where } } - fn isotherm>( + fn isotherm>( functional: &Rc>, temperature: QuantityScalar, pressure: &QuantityArray1, @@ -291,7 +291,7 @@ where } /// Calculate the phase transition from an empty to a filled pore. - pub fn phase_equilibrium>( + pub fn phase_equilibrium>( functional: &Rc>, temperature: QuantityScalar, p_min: QuantityScalar, diff --git a/src/adsorption/pore.rs b/src/adsorption/pore.rs index 4f5d3cc..ca44b65 100644 --- a/src/adsorption/pore.rs +++ b/src/adsorption/pore.rs @@ -1,15 +1,17 @@ use crate::adsorption::{ExternalPotential, FluidParameters}; use crate::convolver::ConvolverFFT; use crate::functional::{HelmholtzEnergyFunctional, DFT}; +use crate::functional_contribution::FunctionalContribution; use crate::geometry::{Axis, AxisGeometry, Grid}; use crate::profile::{DFTProfile, CUTOFF_RADIUS, MAX_POTENTIAL}; use crate::solver::DFTSolver; -use feos_core::{Contributions, EosResult, EosUnit, State}; +use feos_core::{Contributions, EosResult, EosUnit, State, StateBuilder}; use ndarray::prelude::*; use ndarray::Axis as Axis_nd; use ndarray::Zip; use ndarray_stats::QuantileExt; use quantity::{QuantityArray2, QuantityScalar}; +use std::rc::Rc; const POTENTIAL_OFFSET: f64 = 2.0; const DEFAULT_GRID_POINTS: usize = 2048; @@ -76,9 +78,9 @@ impl Pore3D { } /// Trait for the generic implementation of adsorption applications. -pub trait PoreSpecification { +pub trait PoreSpecification { /// Initialize a new single pore. - fn initialize( + fn initialize( &self, bulk: &State>, external_potential: Option<&Array>, @@ -86,6 +88,26 @@ pub trait PoreSpecification { /// Return the number of spatial dimensions of the pore. fn dimension(&self) -> i32; + + /// Return the pore volume using Helium at 298 K as reference. + fn pore_volume(&self) -> EosResult> + where + D::Larger: Dimension, + { + let bulk = StateBuilder::new(&Rc::new(Helium::new())) + .temperature(298.0 * U::reference_temperature()) + .volume(U::reference_volume()) + .build()?; + let pore = self.initialize(&bulk, None)?; + let pot = pore + .profile + .external_potential + .index_axis(Axis(0), 0) + .mapv(|v| (-v).exp()) + * U::reference_temperature() + / U::reference_temperature(); + Ok(pore.profile.integrate(&pot)) + } } /// Density profile and properties of a confined system in arbitrary dimensions. @@ -149,10 +171,8 @@ where } } -impl PoreSpecification - for Pore1D -{ - fn initialize( +impl PoreSpecification for Pore1D { + fn initialize( &self, bulk: &State>, external_potential: Option<&Array2>, @@ -203,10 +223,8 @@ impl PoreSpecificati } } -impl PoreSpecification - for Pore3D -{ - fn initialize( +impl PoreSpecification for Pore3D { + fn initialize( &self, bulk: &State>, external_potential: Option<&Array4>, @@ -420,3 +438,47 @@ fn calculate_distance2( rx.powi(2) + ry.powi(2) + rz.powi(2) }) } + +const EPSILON_HE: f64 = 10.9; +const SIGMA_HE: f64 = 2.64; + +struct Helium { + epsilon: Array1, + sigma: Array1, +} + +impl Helium { + fn new() -> DFT { + let epsilon = arr1(&[EPSILON_HE]); + let sigma = arr1(&[SIGMA_HE]); + DFT::new_homosegmented(Self { epsilon, sigma }, &Array1::ones(1)) + } +} + +impl HelmholtzEnergyFunctional for Helium { + fn contributions(&self) -> &[Box] { + &[] + } + + fn subset(&self, _: &[usize]) -> DFT { + Self::new() + } + + fn compute_max_density(&self, _: &Array1) -> f64 { + 1.0 + } +} + +impl FluidParameters for Helium { + fn epsilon_k_ff(&self) -> Array1 { + self.epsilon.clone() + } + + fn sigma_ff(&self) -> &Array1 { + &self.sigma + } + + fn m(&self) -> Array1 { + arr1(&[1.0]) + } +} diff --git a/src/python/adsorption/external_potential.rs b/src/python/adsorption/external_potential.rs index 99034d5..20e8d58 100644 --- a/src/python/adsorption/external_potential.rs +++ b/src/python/adsorption/external_potential.rs @@ -222,7 +222,7 @@ impl PyExternalPotential { /// Returns /// ------- /// Geometry -#[pyclass(name = "Geometry", unsendable)] +#[pyclass(name = "Geometry")] #[derive(Clone)] pub struct PyGeometry(pub AxisGeometry); diff --git a/src/python/adsorption/pore.rs b/src/python/adsorption/pore.rs index 8348db6..c2e19f6 100644 --- a/src/python/adsorption/pore.rs +++ b/src/python/adsorption/pore.rs @@ -74,6 +74,12 @@ macro_rules! impl_pore { external_potential.map(|e| e.to_owned_array()).as_ref(), )?)) } + + /// The pore volume using Helium at 298 K as reference. + #[getter] + fn get_pore_volume(&self) -> PyResult { + Ok(self.0.pore_volume()?.into()) + } } #[pymethods]