{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# freud.pmft.PMFTXY\n", "\n", "The PMFT returns the potential energy associated with finding a particle pair in a given spatial (positional and orientational) configuration. The PMFT is computed in the same manner as the RDF. The basic algorithm is described below:\n", "\n", "```\n", "for each particle i:\n", " for each particle j:\n", " v_ij = position[j] - position[i]\n", " bin_x, bin_y = convert_to_bin(v_ij)\n", " pcf_array[bin_y][bin_x]++\n", "```\n", "\n", "`freud` uses spatial data structures and parallelism to optimize this algorithm.\n", "\n", "The data sets used in this example are a system of hard hexagons, simulated in the NVT thermodynamic ensemble in HOOMD-blue, for a dense fluid of hexagons at packing fraction $\\phi = 0.65$ and solids at packing fractions $\\phi = 0.75, 0.85$." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import freud\n", "\n", "freud.set_num_threads(1)\n", "import matplotlib\n", "import matplotlib.pyplot as plt\n", "import numpy as np\n", "from scipy.ndimage.filters import gaussian_filter\n", "\n", "# The following line imports this set of utility functions:\n", "# https://github.com/glotzerlab/freud-examples/blob/master/util.py\n", "import util\n", "\n", "%matplotlib inline\n", "matplotlib.rcParams.update(\n", " {\n", " \"font.size\": 20,\n", " \"axes.titlesize\": 20,\n", " \"axes.labelsize\": 20,\n", " \"xtick.labelsize\": 16,\n", " \"ytick.labelsize\": 16,\n", " \"savefig.pad_inches\": 0.025,\n", " \"lines.linewidth\": 2,\n", " }\n", ")" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "def plot_pmft(data_path, phi):\n", " # Create the pmft object\n", " pmft = freud.pmft.PMFTXY(x_max=3.0, y_max=3.0, bins=300)\n", "\n", " # Load the data\n", " box_data = np.load(f\"{data_path}/box_data.npy\")\n", " pos_data = np.load(f\"{data_path}/pos_data.npy\")\n", " quat_data = np.load(f\"{data_path}/quat_data.npy\")\n", " n_frames = pos_data.shape[0]\n", "\n", " for i in range(1, n_frames):\n", " # Read box, position data\n", " box = box_data[i].tolist()\n", " points = pos_data[i]\n", " quats = quat_data[i]\n", " angles = 2 * np.arctan2(quats[:, 3], quats[:, 0]) % (2 * np.pi)\n", " pmft.compute(system=(box, points), query_orientations=angles, reset=False)\n", "\n", " # Get the value of the PMFT histogram bins\n", " pmft_arr = pmft.pmft.T\n", "\n", " # Do some simple post-processing for plotting purposes\n", " pmft_arr[np.isinf(pmft_arr)] = np.nan\n", " dx = (2.0 * 3.0) / pmft.nbins[0]\n", " dy = (2.0 * 3.0) / pmft.nbins[1]\n", " nan_arr = np.where(np.isnan(pmft_arr))\n", " for i in range(pmft.nbins[0]):\n", " x = -3.0 + dx * i\n", " for j in range(pmft.nbins[1]):\n", " y = -3.0 + dy * j\n", " if (x * x + y * y < 1.5) and (np.isnan(pmft_arr[j, i])):\n", " pmft_arr[j, i] = 10.0\n", " w = int(2.0 * pmft.nbins[0] / (2.0 * 3.0))\n", " center = int(pmft.nbins[0] / 2)\n", "\n", " # Get the center of the histogram bins\n", " pmft_smooth = gaussian_filter(pmft_arr, 1)\n", " pmft_image = np.copy(pmft_smooth)\n", " pmft_image[nan_arr] = np.nan\n", " pmft_smooth = pmft_smooth[center - w : center + w, center - w : center + w]\n", " pmft_image = pmft_image[center - w : center + w, center - w : center + w]\n", " x, y = pmft.bin_centers\n", " reduced_x = x[center - w : center + w]\n", " reduced_y = y[center - w : center + w]\n", "\n", " # Plot figures\n", " f = plt.figure(figsize=(12, 5), facecolor=\"white\")\n", " values = [-2, -1, 0, 2]\n", " norm = matplotlib.colors.Normalize(vmin=-2.5, vmax=3.0)\n", " n_values = [norm(i) for i in values]\n", " colors = matplotlib.cm.viridis(n_values)\n", " colors = colors[:, :3]\n", " verts = util.make_polygon(sides=6, radius=0.6204)\n", " lims = (-2, 2)\n", " ax0 = f.add_subplot(1, 2, 1)\n", " ax1 = f.add_subplot(1, 2, 2)\n", " for ax in (ax0, ax1):\n", " ax.contour(reduced_x, reduced_y, pmft_smooth, [9, 10], colors=\"black\")\n", " ax.contourf(\n", " reduced_x, reduced_y, pmft_smooth, [9, 10], hatches=\"X\", colors=\"none\"\n", " )\n", " ax.plot(verts[:, 0], verts[:, 1], color=\"black\", marker=\",\")\n", " ax.fill(verts[:, 0], verts[:, 1], color=\"black\")\n", " ax.set_aspect(\"equal\")\n", " ax.set_xlim(lims)\n", " ax.set_ylim(lims)\n", " ax.xaxis.set_ticks([i for i in range(lims[0], lims[1] + 1)])\n", " ax.yaxis.set_ticks([i for i in range(lims[0], lims[1] + 1)])\n", " ax.set_xlabel(r\"$x$\")\n", " ax.set_ylabel(r\"$y$\")\n", "\n", " ax0.set_title(rf\"PMFT Heat Map, $\\phi = {phi}$\")\n", " im = ax0.imshow(\n", " np.flipud(pmft_image),\n", " extent=[lims[0], lims[1], lims[0], lims[1]],\n", " interpolation=\"nearest\",\n", " cmap=\"viridis\",\n", " vmin=-2.5,\n", " vmax=3.0,\n", " )\n", " ax1.set_title(rf\"PMFT Contour Plot, $\\phi = {phi}$\")\n", " ax1.contour(reduced_x, reduced_y, pmft_smooth, [-2, -1, 0, 2], colors=colors)\n", "\n", " f.subplots_adjust(right=0.85)\n", " cbar_ax = f.add_axes([0.88, 0.1, 0.02, 0.8])\n", " f.colorbar(im, cax=cbar_ax)\n", " plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 65% density\n", "The plot below shows the PMFT of hexagons at 65% density. The hexagons tend to be close to one another, in the darker regions (the lower values of the potential of mean force and torque).\n", "\n", "The hatched region near the black hexagon in the center is a region where no data were collected: the hexagons are hard shapes and cannot overlap, so there is an excluded region of space close to the hexagon.\n", "\n", "The ring around the hexagon where the PMFT rises and then falls corresponds to the minimum of the radial distribution function -- particles tend to not occupy that region, preferring instead to be at close range (in the first neighbor shell) or further away (in the second neighbor shell)." ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plot_pmft(\"data/phi065\", 0.65)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 75% density\n", "As the system density is increased to 75%, the propensity for hexagons to occupy the six sites on the faces of their neighbors increases, as seen by the deeper (darker) wells of the PMFT. Conversely, the shapes strongly dislike occupying the yellow regions, and no particle pairs occupied the white region (so there is no data)." ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plot_pmft(\"data/phi075\", 0.75)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 85% density\n", "Finally, at 85% density, there is a large region where no neighbors can be found, and hexagons strictly occupy sites near those of the perfect hexagonal lattice, at the first- and second-neighbor shells. The wells are deeper and much more spatially confined that those of the systems at lower densities." ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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