diff --git a/cubic_nacl.ipynb b/cubic_nacl.ipynb new file mode 100644 index 0000000..c746583 --- /dev/null +++ b/cubic_nacl.ipynb @@ -0,0 +1,451 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "from mpl_toolkits.mplot3d import Axes3D\n", + "import itertools\n", + "import scipy.optimize" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [], + "source": [ + "ke2 = 197 / 137 # eV-nm Coulomb force charge\n", + "alpha = 1.09e3 # eV parameter of model\n", + "rho = 0.0321 # nm parameter of model\n", + "b = 1.0 # eV regular\n", + "c = 0.01 # nm" + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "metadata": {}, + "outputs": [], + "source": [ + "\n", + "#Helpful solution to convert itertools combinations to numpy arrays here:\n", + "## https://stackoverflow.com/questions/33282369/convert-itertools-array-into-numpy-array\n", + "def cp(l):\n", + " return np.fromiter(itertools.chain(*itertools.combinations(l,2)),dtype=int).reshape(-1,2)\n", + "\n", + "class Cluster:\n", + " def __init__(self, r_na, r_cl):\n", + " '''\n", + " Inputs the list of Na and Cl positions. Na has charge +1, Cl has -1.\n", + " The array of ions itself does not change throughout the calculation, and\n", + " neither do the charges. As such, we can just compute the combinations one time\n", + " and refer to it throughout the calculation. \n", + " '''\n", + " self.positions = np.concatenate( (r_na,r_cl))\n", + " self.charges = np.concatenate( [np.ones(r_na.shape[0]), np.full(r_cl.shape[0], -1)] )\n", + " self.combs = cp(np.arange(self.charges.size))\n", + " self.chargeprods = self.charges[self.combs][:,0] * self.charges[self.combs][:,1]\n", + " self.rij = np.linalg.norm(self.positions[self.combs][:,0] - self.positions[self.combs][:,1], axis=1)\n", + "\n", + " def Uij(self):\n", + " '''Calculate a numpy vector of all of the potentials of the combinations'''\n", + " self.Uij_ = np.zeros_like(self.rij)\n", + " pos = self.chargeprods>0\n", + " neg = ~pos\n", + " self.Uij_[pos] = ke2 / self.rij[pos] + b*(c/self.rij[pos])**12\n", + " self.Uij_[neg] =-ke2 / self.rij[neg] + alpha*np.exp(-self.rij[neg]/rho) + b*(c/self.rij[neg])**12\n", + " return self.Uij_\n", + " \n", + " def U(self):\n", + " '''Total potential, which is a sum of the Vij vector'''\n", + " return np.sum(self.Uij())\n", + " \n", + " def binding_energy(self):\n", + " '''\n", + " Calculate the binding energy using the formula:\n", + " E_B = 1/2 * sum_{i != j} U_ij\n", + " '''\n", + " binding_energy = 0.5 * np.sum(self.Uij())\n", + " return binding_energy\n", + " \n", + " def get_vals(self):\n", + " '''Positions interpreted as a flat shape'''\n", + " return np.reshape(self.positions, -1)\n", + " \n", + " def set_vals(self, vals ): \n", + " '''Inputs flat shape of positions, used by __call__'''\n", + " self.positions = vals.reshape(self.positions.shape)\n", + " self.rij = np.linalg.norm(self.positions[self.combs][:,0] - self.positions[self.combs][:,1], axis=1)\n", + "\n", + " \n", + " def __call__(self, vals):\n", + " '''Function that scipy.optimize.minimize will call'''\n", + " self.set_vals(vals)\n", + " return self.U()\n" + ] + }, + { + "cell_type": "code", + "execution_count": 36, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "initial Na positions:\n", + " [[0. 0. 0. ]\n", + " [0.2 0.2 0. ]\n", + " [0.2 0. 0.2]\n", + " [0. 0.2 0.2]]\n", + "initial Cl positions:\n", + " [[0.2 0. 0. ]\n", + " [0. 0.2 0. ]\n", + " [0. 0. 0.2]\n", + " [0.2 0.2 0.2]]\n", + "initial positions flattened shape:\n", + " [0. 0. 0. 0.2 0.2 0. 0.2 0. 0.2 0. 0.2 0.2 0.2 0. 0. 0. 0.2 0.\n", + " 0. 0. 0.2 0.2 0.2 0.2]\n", + "initial U : -16.037660834699643\n", + "\n", + "Binding Energy: -8.0188 eV\n" + ] + } + ], + "source": [ + "# Set the value of 'a'\n", + "a = 0.2\n", + "\n", + "#Define positions of Na and Cl ions\n", + "# r_na = np.array([[0, 0, 0], [a, 0, 0], [0, a, 0], [0, 0, a]]) # Na positions\n", + "# r_cl = np.array([[a, a, 0], [a, 0, a], [0, a, a], [a, a, a]]) # Cl positions4\n", + "r_na = np.array( [ [ 0, 0, 0 ], [ a, a, 0 ], [ a, 0, a ], [ 0, a, a ] ] )\n", + "r_cl = np.array( [ [ a, 0, 0 ], [ 0, a, 0 ], [ 0, 0, a ], [ a, a, a ] ] )\n", + "\n", + "# Create a Cluster instance\n", + "cluster = Cluster(r_na, r_cl)\n", + "\n", + "\n", + "\n", + "vals_init = cluster.get_vals()\n", + "U_init = cluster.U()\n", + "\n", + "print('initial Na positions:\\n', r_na)\n", + "print('initial Cl positions:\\n', r_cl)\n", + "print('initial positions flattened shape:\\n', vals_init )\n", + "print('initial U :', cluster.U() )\n", + "\n", + "# Calculate and print the binding energy\n", + "binding_energy = cluster.binding_energy()\n", + "print(f\"\\nBinding Energy: {binding_energy:.4f} eV\")\n" + ] + }, + { + "cell_type": "code", + "execution_count": 40, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Create 3D plot\n", + "fig = plt.figure()\n", + "ax = fig.add_subplot(111, projection='3d')\n", + "\n", + "# Plot Na ions\n", + "na_scatter = ax.scatter(r_na[:, 0], r_na[:, 1], r_na[:, 2], c='green', label='Na', s=50)\n", + "\n", + "# Plot Cl ions with larger size\n", + "cl_scatter = ax.scatter(r_cl[:, 0], r_cl[:, 1], r_cl[:, 2], c='black', label='Cl', s=100) # Larger size for Cl\n", + "\n", + "# Labeling and visualization settings\n", + "ax.set_xlabel('X (nm)')\n", + "ax.set_ylabel('Y (nm)')\n", + "ax.set_zlabel('Z (nm)')\n", + "ax.legend()\n", + "ax.view_init(elev=25, azim=25)\n", + "\n", + "\n", + "# Add initial potential energy as text in the plot\n", + "ax.text2D(0.05, 0.95, f'Initial Potential Energy: {U_init:.4f} eV', transform=ax.transAxes)\n", + "\n", + "# Add lines connecting pairs of ions\n", + "for i in range(len(r_na)):\n", + " ax.plot([r_na[i, 0], r_cl[i, 0]], [r_na[i, 1], r_cl[i, 1]], [r_na[i, 2], r_cl[i, 2]], color='gray', linestyle='--')\n", + "\n", + "# Add a title to the plot\n", + "ax.set_title('Initial Configuration of Na and Cl Ions with Connecting Lines')\n", + "\n", + "# Show the 3D plot\n", + "plt.show()\n" + ] + }, + { + "cell_type": "code", + "execution_count": 83, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "import matplotlib.pyplot as plt\n", + "from mpl_toolkits.mplot3d import Axes3D\n", + "import numpy as np\n", + "import matplotlib.tri as mtri\n", + "\n", + "# Set your values\n", + "a = 0.2\n", + "U_init = -16.0377\n", + "\n", + "# Define positions of Na and Cl ions\n", + "r_na = np.array([[0, 0, 0], [a, a, 0], [a, 0, a], [0, a, a]]) # Na positions\n", + "r_cl = np.array([[a, 0, 0], [0, a, 0], [0, 0, a], [a, a, a]]) # Cl positions\n", + "\n", + "# Create a Cluster instance\n", + "cluster = Cluster(r_na, r_cl)\n", + "\n", + "# Create 3D plot\n", + "fig = plt.figure(figsize=(10, 8)) # Adjust the figure size\n", + "ax = fig.add_subplot(111, projection='3d')\n", + "\n", + "# Plot Na ions\n", + "na_scatter = ax.scatter(r_na[:, 0], r_na[:, 1], r_na[:, 2], c='green', label='Na', s=50)\n", + "\n", + "# Plot Cl ions with larger size\n", + "cl_scatter = ax.scatter(r_cl[:, 0], r_cl[:, 1], r_cl[:, 2], c='black', label='Cl', s=100) # Larger size for Cl\n", + "\n", + "# Labeling and visualization settings\n", + "ax.set_xlabel('X (nm)')\n", + "ax.set_ylabel('Y (nm)')\n", + "ax.set_zlabel('Z (nm)')\n", + "ax.legend()\n", + "ax.view_init(elev=25, azim=25)\n", + "\n", + "# Add initial potential energy as text in the plot\n", + "ax.text2D(0.05, 0.95, f'Initial Potential Energy: {U_init:.4f} eV', transform=ax.transAxes)\n", + "\n", + "# Define different line styles for Na-Cl pairs\n", + "pair_line_styles = ['-', '--', ':', '-.']\n", + "\n", + "# Add lines connecting pairs of ions with different line styles\n", + "for i in range(len(r_na)):\n", + " pair_line_style = pair_line_styles[i % len(pair_line_styles)]\n", + " ax.plot([r_na[i, 0], r_cl[i, 0]], [r_na[i, 1], r_cl[i, 1]], [r_na[i, 2], r_cl[i, 2]],\n", + " color='gray', linestyle=pair_line_style, linewidth=2)\n", + "\n", + "# Create triangulation for Na-Cl pairs\n", + "triang_pairs = mtri.Triangulation(np.concatenate([r_na[:, 0], r_cl[:, 0]]),\n", + " np.concatenate([r_na[:, 1], r_cl[:, 1]]))\n", + "\n", + "# Plot shaded surfaces for Na-Cl pairs\n", + "ax.plot_trisurf(triang_pairs, np.concatenate([r_na[:, 2], r_cl[:, 2]]), color='lightgray', alpha=0.5)\n", + "\n", + "# Add lines connecting corners of the cube\n", + "cube_edges = [\n", + " [[0, 0, 0], [a, 0, 0]],\n", + " [[0, 0, 0], [0, a, 0]],\n", + " [[0, 0, 0], [0, 0, a]],\n", + " [[a, 0, 0], [a, a, 0]],\n", + " [[a, 0, 0], [a, 0, a]],\n", + " [[0, a, 0], [a, a, 0]],\n", + " [[0, a, 0], [0, a, a]],\n", + " [[0, 0, a], [a, 0, a]],\n", + " [[0, 0, a], [0, a, a]],\n", + " [[a, a, 0], [a, a, a]],\n", + " [[a, 0, a], [a, a, a]],\n", + " [[0, a, a], [a, a, a]]\n", + "]\n", + "\n", + "for edge in cube_edges:\n", + " ax.plot([edge[0][0], edge[1][0]], [edge[0][1], edge[1][1]], [edge[0][2], edge[1][2]], color='red', linestyle='-', linewidth=2)\n", + "\n", + "# Add a title to the plot\n", + "ax.set_title('Initial Configuration of Na and Cl Ions')\n", + "\n", + "# Display the binding energy\n", + "binding_energy = cluster.binding_energy()\n", + "ax.text2D(0.05, 0.90, f'Binding Energy: {binding_energy:.4f} eV', transform=ax.transAxes)\n", + "# Adjust layout for better visibility\n", + "plt.tight_layout()\n", + "\n", + "# Show the 3D plot\n", + "plt.show()\n" + ] + }, + { + "cell_type": "code", + "execution_count": 80, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Final optimized cluster positions\n", + "[[-0.03004317 -0.02999579 -0.03003077]\n", + " [ 0.22998561 0.22999167 -0.03001431]\n", + " [ 0.22997985 -0.03004831 0.2299622 ]\n", + " [-0.03000754 0.22998193 0.23000898]\n", + " [ 0.22996347 -0.03001732 -0.03004673]\n", + " [-0.03002282 0.23001281 -0.0299997 ]\n", + " [-0.03002801 -0.03002693 0.22997822]\n", + " [ 0.23000068 0.22996054 0.22999278]]\n", + "Final potential: -28.23583056411562\n", + "\n", + "Binding Energy: -14.1179 eV\n" + ] + } + ], + "source": [ + "res = scipy.optimize.minimize( fun=cluster, x0=vals_init, tol=1e-3, method=\"BFGS\")\n", + "cluster.set_vals(res.x) # For some reason, \"minimize\" is not updating the class at the last iteration\n", + "print (\"Final optimized cluster positions\")\n", + "print(cluster.positions)\n", + "print(\"Final potential:\", res.fun)\n", + "\n", + "# Calculate and print the binding energy\n", + "binding_energy = cluster.binding_energy()\n", + "print(f\"\\nBinding Energy: {binding_energy:.4f} eV\")" + ] + }, + { + "cell_type": "code", + "execution_count": 79, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "#%matplotlib line\n", + "\n", + "fig = plt.figure()\n", + "ax = fig.add_subplot(111, projection='3d')\n", + "\n", + "charges = cluster.charges\n", + "x,y,z = cluster.positions[:, 0], cluster.positions[:, 1], cluster.positions[:, 2]\n", + "ax.scatter( x,y,z, c=charges, cmap='coolwarm' )\n", + "ax.set_xlabel('x')\n", + "ax.set_ylabel('y')\n", + "ax.set_zlabel('z')\n", + "ax.view_init(elev=25, azim=25)\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 82, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Create 3D plot with a wider plot area\n", + "fig = plt.figure(figsize=(10, 8))\n", + "ax = fig.add_subplot(111, projection='3d')\n", + "\n", + "# Plot Na ions as smaller dots\n", + "na_scatter = ax.scatter(r_na[:, 0], r_na[:, 1], r_na[:, 2], c='green', label='Na (Initial)', s=20)\n", + "opt_na_scatter = ax.scatter(cluster.positions[:len(r_na), 0], cluster.positions[:len(r_na), 1], cluster.positions[:len(r_na), 2], c='blue', label='Na (Optimized)', s=50)\n", + "\n", + "# Plot Cl ions with different sizes and colors\n", + "cl_scatter = ax.scatter(r_cl[:, 0], r_cl[:, 1], r_cl[:, 2], c='black', label='Cl (Initial)', s=50)\n", + "opt_cl_scatter = ax.scatter(cluster.positions[len(r_na):, 0], cluster.positions[len(r_na):, 1], cluster.positions[len(r_na):, 2], c='red', label='Cl (Optimized)', s=100)\n", + "\n", + "# Connect optimized Na-Cl pairs with solid lines\n", + "for i in range(len(r_na)):\n", + " ax.plot([cluster.positions[i, 0], cluster.positions[i + len(r_na), 0]],\n", + " [cluster.positions[i, 1], cluster.positions[i + len(r_na), 1]],\n", + " [cluster.positions[i, 2], cluster.positions[i + len(r_na), 2]], color='gray', linestyle='-', linewidth=2)\n", + "\n", + "# Connect initial Na-Cl pairs with dotted lines\n", + "for i in range(len(r_na)):\n", + " ax.plot([r_na[i, 0], r_cl[i, 0]],\n", + " [r_na[i, 1], r_cl[i, 1]],\n", + " [r_na[i, 2], r_cl[i, 2]], color='gray', linestyle='--')\n", + "\n", + "# Labeling and visualization settings\n", + "ax.set_xlabel('X (nm)')\n", + "ax.set_ylabel('Y (nm)')\n", + "ax.set_zlabel('Z (nm)')\n", + "ax.legend()\n", + "ax.view_init(elev=25, azim=25)\n", + "\n", + "\n", + "# Add text with final potential and binding energy\n", + "ax.text2D(0.05, 0.90, f'Final Potential: {res.fun:.4f} eV', transform=ax.transAxes)\n", + "ax.text2D(0.05, 0.85, f'Binding Energy: {binding_energy:.4f} eV', transform=ax.transAxes)\n", + "\n", + "# Add a title to the plot\n", + "ax.set_title('Optimized Configuration of Na and Cl Ions')\n", + "\n", + "# Adjust layout for better visibility\n", + "plt.tight_layout()\n", + "\n", + "# Show the 3D plot\n", + "plt.show()\n" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "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": "3.11.5" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/nacl.ipynb b/nacl.ipynb index a091203..7ffcfc1 100644 --- a/nacl.ipynb +++ b/nacl.ipynb @@ -91,7 +91,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 4, "metadata": {}, "outputs": [], "source": [ @@ -153,7 +153,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 5, "metadata": {}, "outputs": [ { @@ -208,7 +208,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 6, "metadata": {}, "outputs": [ { @@ -243,14 +243,14 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 8, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", + "image/png": 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", "text/plain": [ - "
" + "
" ] }, "metadata": {}, @@ -260,7 +260,7 @@ "source": [ "#%matplotlib notebook\n", "\n", - "fig = plt.figure()\n", + "fig = plt.figure(figsize=(8, 8))\n", "ax = fig.add_subplot(111, projection='3d')\n", "\n", "charges = cluster.charges\n", @@ -269,6 +269,7 @@ "ax.set_xlabel('x')\n", "ax.set_ylabel('y')\n", "ax.set_zlabel('z')\n", + "ax.view_init(elev=25, azim=25)\n", "plt.show()" ] }