{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Monte Carlo Relaxation" ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "collapsed": true }, "outputs": [], "source": [ "from __future__ import print_function" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "collapsed": true }, "outputs": [], "source": [ "%matplotlib notebook\n", "import matplotlib.pyplot as plt" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "collapsed": true }, "outputs": [], "source": [ "import random, math" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Setup perfect system" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "collapsed": true }, "outputs": [], "source": [ "from lammps import IPyLammps" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "LAMMPS output is captured by PyLammps wrapper\n" ] } ], "source": [ "L = IPyLammps()" ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "collapsed": true }, "outputs": [], "source": [ "L.units(\"lj\")\n", "L.atom_style(\"atomic\")\n", "L.atom_modify(\"map array sort\", 0, 0.0)\n", "\n", "L.dimension(2)\n", "\n", "L.lattice(\"hex\", 1.0)\n", "L.region(\"box block\", 0, 10, 0, 5, -0.5, 0.5)\n", "\n", "L.create_box(1, \"box\")\n", "L.create_atoms(1, \"box\")\n", "L.mass(1, 1.0)\n", "\n", "L.pair_style(\"lj/cut\", 2.5)\n", "L.pair_coeff(1, 1, 1.0, 1.0, 2.5)\n", "L.pair_modify(\"shift\", \"yes\")\n", "\n", "L.neighbor(0.3, \"bin\")\n", "L.neigh_modify(\"delay\", 0, \"every\", 1, \"check\", \"yes\")" ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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mZMxZOwPKn6teRvA7ytqe2UmYE4vWwLKuqSia/cJu41pZoizrstyU5aYss7rO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\nlsaU3YrLqlUQYzwm9e2hrT0+ujImVyoTQo6gK0+1Q6+9Hz0UZmN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"text/plain": [ "" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ "L.image(zoom=1.6)" ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "collapsed": false }, "outputs": [], "source": [ "L.run(0);" ] }, { "cell_type": "code", "execution_count": 9, "metadata": { "collapsed": false }, "outputs": [], "source": [ "emin = L.eval(\"pe\")" ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "collapsed": true }, "outputs": [], "source": [ "L.dump(\"3 all movie 25 movie.mp4 type type zoom 1.6 adiam 1.0\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Disorder system" ] }, { "cell_type": "code", "execution_count": 11, "metadata": { "collapsed": true }, "outputs": [], "source": [ "random.seed(27848)\n", "deltaperturb = 0.2" ] }, { "cell_type": "code", "execution_count": 12, "metadata": { "collapsed": false }, "outputs": [], "source": [ "for i in range(L.system.natoms):\n", " x, y = L.atoms[i].position\n", " dx = deltaperturb * random.uniform(-1, 1)\n", " dy = deltaperturb * random.uniform(-1, 1)\n", " L.atoms[i].position = (x+dx, y+dy)" ] }, { "cell_type": "code", "execution_count": 13, "metadata": { "collapsed": false }, "outputs": [], "source": [ "L.run(0);" ] }, { "cell_type": "code", "execution_count": 14, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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tAb6FWWZ8/n/BxM2kG1D6nyFX987tV/d2on8JGOAnt1/XOXmsjWiCeGIBPPCM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LvAMA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HlD52pZMqwkVWW44ctB5aMnMSjWZ7ekKWTJHHs7HPO2c4nuvlb7J/IwzzFvmjxENitjEb+q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\nChwdtXQoaTEZx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"text/plain": [ "" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" } ], "source": [ "L.image(zoom=1.6)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Minimize using Monte Carlo moves" ] }, { "cell_type": "code", "execution_count": 15, "metadata": { "collapsed": true }, "outputs": [], "source": [ "estart = L.eval(\"pe\")\n", "elast = estart" ] }, { "cell_type": "code", "execution_count": 16, "metadata": { "collapsed": true }, "outputs": [], "source": [ "naccept = 0" ] }, { "cell_type": "code", "execution_count": 17, "metadata": { "collapsed": true }, "outputs": [], "source": [ "energies = [estart]" ] }, { "cell_type": "code", "execution_count": 18, "metadata": { "collapsed": true }, "outputs": [], "source": [ "niterations = 3000\n", "deltamove = 0.1\n", "kT = 0.05" ] }, { "cell_type": "code", "execution_count": 19, "metadata": { "collapsed": false }, "outputs": [], "source": [ "natoms = L.system.natoms\n", "\n", "for i in range(niterations):\n", " iatom = random.randrange(0, natoms)\n", " current_atom = L.atoms[iatom]\n", " \n", " x0, y0 = current_atom.position\n", " \n", " dx = deltamove * random.uniform(-1, 1)\n", " dy = deltamove * random.uniform(-1, 1)\n", " \n", " current_atom.position = (x0+dx, y0+dy)\n", " \n", " L.run(1, \"pre no post no\")\n", " \n", " e = L.eval(\"pe\")\n", " energies.append(e)\n", " \n", " if e <= elast:\n", " naccept += 1\n", " elast = e\n", " elif random.random() <= math.exp(natoms*(elast-e)/kT):\n", " naccept += 1\n", " elast = e\n", " else:\n", " current_atom.position = (x0, y0)" ] }, { "cell_type": "code", "execution_count": 20, "metadata": { "collapsed": false }, "outputs": [ { "data": { "application/javascript": [ "/* Put everything inside the global mpl namespace */\n", "window.mpl = {};\n", "\n", "mpl.get_websocket_type = function() {\n", " if (typeof(WebSocket) !== 'undefined') {\n", " return WebSocket;\n", " } else if (typeof(MozWebSocket) !== 'undefined') {\n", " return MozWebSocket;\n", " } else {\n", " alert('Your browser does not have WebSocket support.' +\n", " 'Please try Chrome, Safari or Firefox ≥ 6. ' +\n", " 'Firefox 4 and 5 are also supported but you ' +\n", " 'have to enable WebSockets in about:config.');\n", " };\n", "}\n", "\n", "mpl.figure = function(figure_id, websocket, ondownload, parent_element) {\n", " this.id = figure_id;\n", "\n", " this.ws = websocket;\n", "\n", " this.supports_binary = (this.ws.binaryType != undefined);\n", "\n", " if (!this.supports_binary) {\n", " var warnings = document.getElementById(\"mpl-warnings\");\n", " if (warnings) {\n", " warnings.style.display = 'block';\n", " warnings.textContent = (\n", " \"This browser does not support binary websocket messages. \" +\n", " \"Performance may be slow.\");\n", " }\n", " }\n", "\n", " this.imageObj = new Image();\n", "\n", " this.context = undefined;\n", " this.message = undefined;\n", " this.canvas = undefined;\n", " this.rubberband_canvas = undefined;\n", " this.rubberband_context = undefined;\n", " this.format_dropdown = undefined;\n", "\n", " this.image_mode = 'full';\n", "\n", " this.root = $('
');\n", " this._root_extra_style(this.root)\n", " this.root.attr('style', 'display: inline-block');\n", "\n", " $(parent_element).append(this.root);\n", "\n", " this._init_header(this);\n", " this._init_canvas(this);\n", " this._init_toolbar(this);\n", "\n", " var fig = this;\n", "\n", " this.waiting = false;\n", "\n", " this.ws.onopen = function () {\n", " fig.send_message(\"supports_binary\", {value: fig.supports_binary});\n", " fig.send_message(\"send_image_mode\", {});\n", " fig.send_message(\"refresh\", {});\n", " }\n", "\n", " this.imageObj.onload = function() {\n", " if (fig.image_mode == 'full') {\n", " // Full images could contain transparency (where diff images\n", " // almost always do), so we need to clear the canvas so that\n", " // there is no ghosting.\n", " fig.context.clearRect(0, 0, fig.canvas.width, fig.canvas.height);\n", " }\n", " fig.context.drawImage(fig.imageObj, 0, 0);\n", " };\n", "\n", " this.imageObj.onunload = function() {\n", " this.ws.close();\n", " }\n", "\n", " this.ws.onmessage = this._make_on_message_function(this);\n", "\n", " this.ondownload = ondownload;\n", "}\n", "\n", "mpl.figure.prototype._init_header = function() {\n", " var titlebar = $(\n", " '
');\n", " var titletext = $(\n", " '
');\n", " titlebar.append(titletext)\n", " this.root.append(titlebar);\n", " this.header = titletext[0];\n", "}\n", "\n", "\n", "\n", "mpl.figure.prototype._canvas_extra_style = function(canvas_div) {\n", "\n", "}\n", "\n", "\n", "mpl.figure.prototype._root_extra_style = function(canvas_div) {\n", "\n", "}\n", "\n", "mpl.figure.prototype._init_canvas = function() {\n", " var fig = this;\n", "\n", " var canvas_div = $('
');\n", "\n", " canvas_div.attr('style', 'position: relative; clear: both; outline: 0');\n", "\n", " function canvas_keyboard_event(event) {\n", " return fig.key_event(event, event['data']);\n", " }\n", "\n", " canvas_div.keydown('key_press', canvas_keyboard_event);\n", " canvas_div.keyup('key_release', canvas_keyboard_event);\n", " this.canvas_div = canvas_div\n", " this._canvas_extra_style(canvas_div)\n", " this.root.append(canvas_div);\n", "\n", " var canvas = $('');\n", " canvas.addClass('mpl-canvas');\n", " canvas.attr('style', \"left: 0; top: 0; z-index: 0; outline: 0\")\n", "\n", " this.canvas = canvas[0];\n", " this.context = canvas[0].getContext(\"2d\");\n", "\n", " var rubberband = $('');\n", " rubberband.attr('style', \"position: absolute; left: 0; top: 0; z-index: 1;\")\n", "\n", " var pass_mouse_events = true;\n", "\n", " canvas_div.resizable({\n", " start: function(event, ui) {\n", " pass_mouse_events = false;\n", " },\n", " resize: function(event, ui) {\n", " fig.request_resize(ui.size.width, ui.size.height);\n", " },\n", " stop: function(event, ui) {\n", " pass_mouse_events = true;\n", " fig.request_resize(ui.size.width, ui.size.height);\n", " },\n", " });\n", "\n", " function mouse_event_fn(event) {\n", " if (pass_mouse_events)\n", " return fig.mouse_event(event, event['data']);\n", " }\n", "\n", " rubberband.mousedown('button_press', mouse_event_fn);\n", " rubberband.mouseup('button_release', mouse_event_fn);\n", " // Throttle sequential mouse events to 1 every 20ms.\n", " rubberband.mousemove('motion_notify', mouse_event_fn);\n", "\n", " rubberband.mouseenter('figure_enter', mouse_event_fn);\n", " rubberband.mouseleave('figure_leave', mouse_event_fn);\n", "\n", " canvas_div.on(\"wheel\", function (event) {\n", " event = event.originalEvent;\n", " event['data'] = 'scroll'\n", " if (event.deltaY < 0) {\n", " event.step = 1;\n", " } else {\n", " event.step = -1;\n", " }\n", " mouse_event_fn(event);\n", " });\n", "\n", " canvas_div.append(canvas);\n", " canvas_div.append(rubberband);\n", "\n", " this.rubberband = rubberband;\n", " this.rubberband_canvas = rubberband[0];\n", " this.rubberband_context = rubberband[0].getContext(\"2d\");\n", " this.rubberband_context.strokeStyle = \"#000000\";\n", "\n", " this._resize_canvas = function(width, height) {\n", " // Keep the size of the canvas, canvas container, and rubber band\n", " // canvas in synch.\n", " canvas_div.css('width', width)\n", " canvas_div.css('height', height)\n", "\n", " canvas.attr('width', width);\n", " canvas.attr('height', height);\n", "\n", " rubberband.attr('width', width);\n", " rubberband.attr('height', height);\n", " }\n", "\n", " // Set the figure to an initial 600x600px, this will subsequently be updated\n", " // upon first draw.\n", " this._resize_canvas(600, 600);\n", "\n", " // Disable right mouse context menu.\n", " $(this.rubberband_canvas).bind(\"contextmenu\",function(e){\n", " return false;\n", " });\n", "\n", " function set_focus () {\n", " canvas.focus();\n", " canvas_div.focus();\n", " }\n", "\n", " window.setTimeout(set_focus, 100);\n", "}\n", "\n", "mpl.figure.prototype._init_toolbar = function() {\n", " var fig = this;\n", "\n", " var nav_element = $('
')\n", " nav_element.attr('style', 'width: 100%');\n", " this.root.append(nav_element);\n", "\n", " // Define a callback function for later on.\n", " function toolbar_event(event) {\n", " return fig.toolbar_button_onclick(event['data']);\n", " }\n", " function toolbar_mouse_event(event) {\n", " return fig.toolbar_button_onmouseover(event['data']);\n", " }\n", "\n", " for(var toolbar_ind in mpl.toolbar_items) {\n", " var name = mpl.toolbar_items[toolbar_ind][0];\n", " var tooltip = mpl.toolbar_items[toolbar_ind][1];\n", " var image = mpl.toolbar_items[toolbar_ind][2];\n", " var method_name = mpl.toolbar_items[toolbar_ind][3];\n", "\n", " if (!name) {\n", " // put a spacer in here.\n", " continue;\n", " }\n", " var button = $('