{ "cells": [ { "cell_type": "markdown", "id": "701af62b-1bb2-48f0-98b3-05a789ab9e20", "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "source": [ "# Tutorial 2: Confined, Semiflexible Homopolymer\n", " \n", "This tutorial follows from `tutorial_1` and will introduce the concept of confinement to the polymer model. The confinement is implemented as a hard spherical boundary. Descriptions of the model setup are included in `tutorial_1`. This notebook will highlight the addition required to implement the confinement." ] }, { "cell_type": "markdown", "id": "99fb580164b6d4ef", "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "source": [ "|\n", "\n", "#### Import Modules" ] }, { "cell_type": "code", "execution_count": 1, "id": "498d994c025d79f0", "metadata": { "ExecuteTime": { "end_time": "2024-07-03T03:40:59.151617Z", "start_time": "2024-07-03T03:40:58.161753Z" }, "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "# Built-in modules\n", "import os\n", "import sys\n", "\n", "# Third-party modules\n", "import numpy as np\n", "import pandas as pd\n", "import matplotlib.pyplot as plt\n", "\n", "# Custom modules\n", "from chromo.binders import get_by_name, make_binder_collection\n", "from chromo.polymers import SSWLC\n", "from chromo.fields import NullField\n", "import chromo.mc as mc\n", "import chromo.mc.mc_controller as ctrl\n", "from chromo.util.reproducibility import get_unique_subfolder_name" ] }, { "cell_type": "markdown", "id": "d131bba2a4811f4", "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "source": [ "|\n", "\n", "#### Specify Binders" ] }, { "cell_type": "code", "execution_count": 2, "id": "2e2c926cc4c18ce8", "metadata": { "ExecuteTime": { "end_time": "2024-07-03T03:41:00.429693Z", "start_time": "2024-07-03T03:41:00.423485Z" }, "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "# Initialize a null binder to serve as a placeholder\n", "null_binder = get_by_name(\"null_reader\")\n", "\n", "# Create a binder collection (required to run a simulation)\n", "binder_collection = make_binder_collection([null_binder])" ] }, { "cell_type": "markdown", "id": "8fe4c1ac4f45007", "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "source": [ "|\n", "\n", "#### Specify the Confinement\n", "\n", "We will specify a 2-nm radus spherical confinement. This is a highly confined system, in the context of our polymer." ] }, { "cell_type": "code", "execution_count": 3, "id": "a35e36913c5ded2b", "metadata": { "ExecuteTime": { "end_time": "2024-07-03T03:41:01.352273Z", "start_time": "2024-07-03T03:41:01.350171Z" }, "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "confine_type = \"Spherical\"\n", "confine_length = 2.0" ] }, { "cell_type": "markdown", "id": "cea4b7aa5487c216", "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "source": [ "|\n", "\n", "#### Instantiate the Polymer\n", "\n", "Since we are working in a confined system, we will instantiate the polymer as a random walk inside the confinement using the `confined_gaussian_walk` class method." ] }, { "cell_type": "code", "execution_count": 4, "id": "999c9075da13694a", "metadata": { "ExecuteTime": { "end_time": "2024-07-03T03:41:02.244559Z", "start_time": "2024-07-03T03:41:02.178156Z" }, "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "No states defined.\n", "No chemical modifications defined.\n" ] } ], "source": [ "# Specify the name, number of beads, bead spacing, and persistence length of the polymer\n", "name = \"poly\"\n", "num_beads = 1000\n", "bead_spacings = np.ones(num_beads - 1)\n", "lp = 10\n", "\n", "# Instantiate the polymer\n", "poly = SSWLC.confined_gaussian_walk(\n", " name, num_beads, bead_spacings, lp=lp, confine_type=confine_type, confine_length=confine_length\n", ")" ] }, { "cell_type": "code", "execution_count": 5, "id": "6a93830693f04459", "metadata": { "ExecuteTime": { "end_time": "2024-07-03T03:41:02.927692Z", "start_time": "2024-07-03T03:41:02.808680Z" }, "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Plot the initial configuration of the polymer\n", "x = poly.r[:, 0]\n", "y = poly.r[:, 1]\n", "z = poly.r[:, 2]\n", "\n", "fig = plt.figure(figsize=(8, 6))\n", "ax = fig.add_subplot(projection='3d')\n", "ax.plot3D(np.asarray(x), np.asarray(y), np.asarray(z))\n", "ax.set_xlabel('x')\n", "ax.set_ylabel('y')\n", "ax.set_zlabel('z')\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "dc51adcd91b3efc9", "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "source": [ "|\n", "\n", "#### Instantiate the Null Field\n", "\n", "The field is responsible for enforcing the confinement. We need to specify the confinement when we instantiate the field." ] }, { "cell_type": "code", "execution_count": 6, "id": "7b6cdb8288f31b64", "metadata": { "ExecuteTime": { "end_time": "2024-07-03T03:41:04.068391Z", "start_time": "2024-07-03T03:41:04.064992Z" }, "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "field = NullField(\n", " polymers=[poly], confine_type=confine_type, confine_length=confine_length\n", ")" ] }, { "cell_type": "markdown", "id": "eb0171a3b0bbabb8", "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "source": [ "|\n", "\n", "#### Specify the Simulation Parameters" ] }, { "cell_type": "code", "execution_count": 7, "id": "a392378ca2628f4e", "metadata": { "ExecuteTime": { "end_time": "2024-07-03T03:41:04.902007Z", "start_time": "2024-07-03T03:41:04.899817Z" }, "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "amp_bead_bounds, amp_move_bounds = mc.get_amplitude_bounds(\n", " polymers = [poly]\n", ")" ] }, { "cell_type": "code", "execution_count": 8, "id": "99db7b7c1554e0d", "metadata": { "ExecuteTime": { "end_time": "2024-07-03T03:41:05.385016Z", "start_time": "2024-07-03T03:41:05.382036Z" }, "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "out_dir = \"output_demo\"\n", "latest_sim = get_unique_subfolder_name(f\"{out_dir}/sim_\")\n", "moves_to_use = ctrl.all_moves_except_binding_state(\n", " log_dir=latest_sim,\n", " bead_amp_bounds=amp_bead_bounds.bounds,\n", " move_amp_bounds=amp_move_bounds.bounds,\n", " controller=ctrl.SimpleControl\n", ")" ] }, { "cell_type": "code", "execution_count": 9, "id": "8df449e823c7a0a2", "metadata": { "ExecuteTime": { "end_time": "2024-07-03T03:41:05.946547Z", "start_time": "2024-07-03T03:41:05.944531Z" }, "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "# Specify the number of snapshots and the number of MC steps to attempt per snapshot\n", "num_snapshots = 200\n", "mc_steps_per_snapshot = 1000" ] }, { "cell_type": "markdown", "id": "779f0cbb65c99cb4", "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "source": [ "|\n", "\n", "#### Run the Simulation" ] }, { "cell_type": "code", "execution_count": null, "id": "31fc04664ab088a8", "metadata": { "ExecuteTime": { "end_time": "2024-07-03T03:41:27.384698Z", "start_time": "2024-07-03T03:41:06.989839Z" }, "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "polymers = mc.polymer_in_field(\n", " polymers = [poly],\n", " binders = binder_collection,\n", " field = field,\n", " num_save_mc = mc_steps_per_snapshot,\n", " num_saves = num_snapshots,\n", " bead_amp_bounds = amp_bead_bounds,\n", " move_amp_bounds = amp_move_bounds,\n", " output_dir = out_dir,\n", " mc_move_controllers = moves_to_use\n", ")" ] }, { "cell_type": "markdown", "id": "aaa2b7025de9a91e", "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "source": [ "|\n", "\n", "#### Analyze the Simulation\n", "\n", "Again, we will analyze the simulation results by plotting the mean-squared end-to-end distances of the polymer. Notice, oscillations in the mean-squared end-to-end distance emerge as a result of the tight confinement." ] }, { "cell_type": "code", "execution_count": 11, "id": "f20010de66eeef36", "metadata": { "ExecuteTime": { "end_time": "2024-07-03T03:41:30.126657Z", "start_time": "2024-07-03T03:41:30.122782Z" }, "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "# Load the simulation results\n", "sim_dir = latest_sim\n", "\n", "# Load and sort snapshots\n", "snapshots = os.listdir(sim_dir)\n", "snapshots = np.array([snap for snap in snapshots if snap.startswith(\"poly\") and snap.endswith(\".csv\")])\n", "snap_inds = np.array([int(snap.split(\"-\")[-1].split(\".\")[0]) for snap in snapshots])\n", "snapshots = snapshots[np.argsort(snap_inds)]\n", "snap_inds = np.sort(snap_inds)\n", "\n", "# Isolate equilibrated snapshots\n", "num_equilibration_steps = 180\n", "snapshots = snapshots[num_equilibration_steps:]" ] }, { "cell_type": "code", "execution_count": 12, "id": "5262b70f8449bc8", "metadata": { "ExecuteTime": { "end_time": "2024-07-03T03:41:31.027324Z", "start_time": "2024-07-03T03:41:30.946145Z" }, "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "# Specify the segment lengths for which to calculate the end-to-end distances\n", "bead_steps = np.arange(1, 100)\n", "kuhn_steps = bead_steps / (2 * lp)\n", "\n", "# Calculate the end-to-end distances for variable segment lengths along the polymer\n", "mean_r2 = []\n", "for i, snap in enumerate(snapshots):\n", " snap_path = os.path.join(sim_dir, snap)\n", " config = pd.read_csv(snap_path, sep=\",\", header=[0, 1], index_col=0)\n", " r = config[\"r\"].to_numpy()\n", " mean_r2_snap = []\n", " for step in bead_steps:\n", " r1 = r[:-step]\n", " r2 = r[step:]\n", " delta_r = r2 - r1\n", " mean_end_to_end = np.average(np.linalg.norm(delta_r, axis=1) ** 2)\n", " mean_r2_snap.append(mean_end_to_end)\n", " mean_r2_snap = np.array(mean_r2_snap)\n", " mean_r2.append(mean_r2_snap)\n", "mean_r2 = np.array(mean_r2)\n", "mean_r2 = np.average(mean_r2, axis=0)" ] }, { "cell_type": "code", "execution_count": 13, "id": "e6a3d1000e518725", "metadata": { "ExecuteTime": { "end_time": "2024-07-03T03:41:31.957171Z", "start_time": "2024-07-03T03:41:31.686626Z" }, "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Plot the non-dimensionalized mean-squared end-to-end distances\n", "plt.figure(figsize=(4, 3), dpi=300)\n", "plt.plot(kuhn_steps, mean_r2/((2 * lp)**2), \"-o\", color=\"black\")\n", "plt.xlabel(r\"$L/(2l_p)$\")\n", "plt.ylabel(r\"$\\langle R^2 \\rangle / (2l_p)^2$\")\n", "plt.xscale(\"log\")\n", "plt.yscale(\"log\")\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 14, "id": "a9d338458190ac8d", "metadata": { "ExecuteTime": { "end_time": "2024-07-03T03:41:33.080867Z", "start_time": "2024-07-03T03:41:32.997964Z" }, "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Plot the final configuration of the polymer\n", "x = polymers[0].r[:, 0]\n", "y = polymers[0].r[:, 1]\n", "z = polymers[0].r[:, 2]\n", "\n", "fig = plt.figure(figsize=(8, 6))\n", "ax = fig.add_subplot(projection='3d')\n", "ax.plot3D(np.asarray(x), np.asarray(y), np.asarray(z))\n", "ax.set_xlabel('x')\n", "ax.set_ylabel('y')\n", "ax.set_zlabel('z')\n", "plt.show()" ] } ], "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": "3.11.7" } }, "nbformat": 4, "nbformat_minor": 5 }