{ "cells": [ { "cell_type": "markdown", "id": "9375e91d-3f90-4cd7-840c-3da39559e6c8", "metadata": {}, "source": [ "# Stochastic Thermostats" ] }, { "cell_type": "raw", "id": "7caeeed0-317e-4b4c-8e2a-49691c40e35f", "metadata": { "editable": true, "raw_mimetype": "text/restructuredtext", "slideshow": { "slide_type": "" }, "tags": [], "vscode": { "languageId": "raw" } }, "source": [ "Contributed by George Trenins.\n", "\n", "For details of the thermostats discussed here, see `The Atomistic Cookbook `_ ." ] }, { "cell_type": "markdown", "id": "3c7f296d-15e1-4d9d-a93c-42b2bb48b4fa", "metadata": { "editable": true, "raw_mimetype": "text/restructuredtext", "slideshow": { "slide_type": "" }, "tags": [] }, "source": [ "Test System\n", "-----------\n", "\n", "We will test the effectiveness of different thermostats on a set of decoupled harmonic oscillators. For this system, thermal expectation values and time-correlation functions under the action of a (generalised) Langevin thermostat can be calculated analytically. The frequencies of our oscillators are taken from the 12-mode discretization of the exponentially damped Ohmic spectral density with a cut-off $\\omega_{\\text{c}} = 500~\\text{cm}^{-1}$, spanning values from $21~\\text{cm}^{-1}$ to $1589~\\text{cm}^{-1}$:\n", "$$\n", "\\omega_i = -\\omega_{\\text{c}} \\log\\left(\n", " \\frac{i - 1/2}{n_{\\text{bath}}}\n", "\\right) \\qquad i = 1,\\ldots,n_{\\text{bath}}.\n", "$$\n", "We'll be looking at a temperature of 300 K and set the masses of all the oscillators to the mass of the proton." ] }, { "cell_type": "markdown", "id": "3535de5e-d1eb-4a17-b748-f1fe0cc80123", "metadata": { "editable": true, "slideshow": { "slide_type": "" }, "tags": [] }, "source": [ "Langevin Themostat\n", "------------------\n", "\n", "There is only one parameter that can be tuned, the friction coefficient $\\gamma$ or, equivalently, its reciprocal $\\tau = 1/\\gamma.$\n", "For a harmonic oscillator with frequency $\\omega$, mass $m$, and equilibrum centred at the origin, the position auto-correlation function at a temperature $T$ is\n", "$$\n", "\\left\\langle x(0) x(t)\\right\\rangle = \n", "\\frac{\n", " \\mathrm{e}^{-t / 2 \\tau}\n", "}{\n", " \\beta m \\omega^2\n", "} \\times \n", "\\begin{cases}\n", " \\cos(\\Omega t) + \\frac{1}{2\\Omega\\tau} \\sin(\\Omega t) & \\tau > \\frac{1}{2 \\omega} \\\\\n", " \\cosh(\\Omega t) + \\frac{1}{2 \\Omega \\tau} \\sinh( \\Omega t) & \\tau < \\frac{1}{2 \\omega} \\\\\n", " 1 + \\frac{t}{2 \\tau} & \\tau = \\frac{1}{2 \\omega}\n", "\\end{cases}\n", "$$\n", "where $\\Omega = \\sqrt{ |\\omega^2 - (1/2 \\tau)^2 | } \\text{ and } \\beta = 1/k_{\\text{B}}T$. One metric that was used to test thermostatting efficiency by Ceriotti et al. in _J. Chem. Phys._ **133**, 124104, (2010) is the potential-energy autocorrelation function, for which we need\n", "$$\n", "\\left\\langle x(0)^2 x(t)^2 \\right\\rangle = 2 \\left\\langle x(0) x(t) \\right\\rangle^2 + \\left\\langle x^2 \\right\\rangle^2.\n", "$$\n", "that we can compute from [Isserlis' theorem](https://en.wikipedia.org/wiki/Isserlis%27_theorem). The fastest decorrelation time is achieved for $\\tau = 1/\\omega$. When $\\tau$ is *large*, the system is underdamped and the decay timescale asymptotically tends to $\\tau$. At the other extreme, the decay time becomes arbitrarily long for a sufficiently *small* $\\tau$, so it is better to be underdamped." ] }, { "cell_type": "raw", "id": "a58d6da1-fcb2-4339-8b95-3e3df8d365e3", "metadata": { "editable": true, "raw_mimetype": "text/restructuredtext", "slideshow": { "slide_type": "" }, "tags": [] }, "source": [ ".. hint::\n", " When using a Langevin thermostat for a highly harmonic system, choose :math:`\\tau` based on the *lowest* relevant frequency. As a rule of thumb, :math:`\\tau = 500~\\text{fs}` matches a lowest frequency of :math:`10~\\text{cm}^{-1}`. Doubling the frequency halves the optimal relaxation time." ] }, { "cell_type": "code", "execution_count": 1, "id": "e54828fb-6451-41d1-ae7d-2fe5ffa0e692", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from tools import units, gle, baths\n", "import matplotlib.pyplot as plt\n", "import numpy as np\n", "\n", "# Setting up the test system\n", "u = units.atomic()\n", "T = 300.0 \n", "beta = u.betaTemp(T)\n", "nbath = 12\n", "wc = u.wn2omega(500.0) # frequency cut-off 500 cm^-1\n", "mass = u.str2base(\"1 mp\") # proton mass in system units\n", "layout = (4,3) # plotting layout\n", "bath = baths.ExpOhmic(mass, nbath, 1.0, wc)\n", "freqs = bath.frequencies\n", "# Analytical results for potential/kinetic energies and their squares\n", "x2avg = []\n", "p2avg = []\n", "gamma = np.min(freqs)\n", "tau = 1/gamma\n", "for freq in freqs:\n", " x2, p2 = np.diag(gle.gle_cxx([0.0], freq, gamma, beta=beta, mass=mass))\n", " x2avg.append(x2)\n", " p2avg.append(p2)\n", "x2avg = np.asarray(x2avg)\n", "p2avg = np.asarray(p2avg)\n", "x4avg = 3*x2avg**2\n", "p4avg = 3*p2avg**2\n", "\n", "# Plotting the TCF\n", "tmax = 2.5 # ps\n", "npts = 1000\n", "t_ps = np.linspace(0, tmax, npts)\n", "t = t_ps * u.str2base(\"1 ps\") # in internal units\n", "r, c = layout\n", "fig, axarr = plt.subplots(nrows=r, ncols=c, sharex=True, sharey=True)\n", "fig.set_size_inches([10, 10])\n", "for i, ax in enumerate(np.ravel(axarr)):\n", " # Analytical time-correlation function\n", " ax.plot(t_ps, \n", " (2*gle.wnle_cqq(t, beta, freqs[i], tau, mass)**2) / \n", " (x4avg[i] - x2avg[i]**2))\n", " # Envelope\n", " ax.plot(t_ps, np.exp(-t/tau))\n", "fig.suptitle(\"Potential-energy ACF with WNLE\")\n", "fig.supxlabel(\"time [ps]\");\n", "fig.supylabel(\"cx2x2 (normalized)\");\n", "fig.tight_layout()" ] }, { "cell_type": "markdown", "id": "e3d5be79-2d09-4d88-b3d5-8d199133ddec", "metadata": {}, "source": [ "## Generalized Langevin Equation thermostat (GLE)\n", "\n", "A GLE thermostat is more flexble than white-noise Langeving (WNLE), and can enhance the sampling accuracy of the higher frequency modes without affecting too badly the sampling of slow modes. Our example uses a drift matrix from [gle4md.org](https://gle4md.org) using a *Smart sampling* GLE type with the slowest sampling timescale of 2 ps, number of auxiliary DoFs = 6, and $\\omega_{\\mathrm{max}} / \\omega_{\\mathrm{min}} = 100$." ] }, { "cell_type": "code", "execution_count": 2, "id": "d478c9f6-e57f-4c1c-87c6-b8dad149f833", "metadata": { "tags": [] }, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import json\n", "\n", "with open(\"thermostats/gle.json\", \"r\") as f:\n", " A_pp = np.asarray(json.load(f)[\"A\"])\n", "fig, axarr = plt.subplots(nrows=r, ncols=c, sharex=True, sharey=True)\n", "fig.set_size_inches([10, 10])\n", "for i, ax in enumerate(np.ravel(axarr)):\n", " ref_tcf = gle.gle_cxx(t, freqs[i], A_pp, beta=beta, mass=mass)\n", " cxx = ref_tcf[:,0,0]\n", " ax.plot(t_ps, 2*cxx**2 / (x4avg[i] - x2avg[i]**2))\n", " ax.plot(t_ps, np.exp(-t/tau))\n", "fig.suptitle(\"Potential-energy ACF with GLE\")\n", "fig.supxlabel(\"time [ps]\");\n", "fig.supylabel(\"cx2x2 (normalized)\");\n", "fig.tight_layout()" ] }, { "cell_type": "markdown", "id": "357a6a43-7708-45fa-b07d-ddd6581e8bac", "metadata": {}, "source": [ "## Stochastic velocity rescaling (SVR)\n", "\n", "This, essentially, propagates the total kinetic energy according to a stochastic differential equation that preserves the Boltzmann distribution for the *total* kinetic energy. The thermalisation of other collective variables is not guaranteed and will be poor for our highly harmonic test case (see plot below, the legend gives the values of $\\tau$ in fs, and the black line shows the same exponential envelope as in the previous plots). For an anharmonic system, a smaller thermostat parameter $\\tau$ will generally ensure faster thermalisation.\n", "\n", "![SVR TCFs](thermostats/svr.png)" ] } ], "metadata": { "kernelspec": { "display_name": "sphinx", "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": "3.12.7" } }, "nbformat": 4, "nbformat_minor": 5 }