{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Lifetime time correlation functions and hydroxide ions" ] }, { "cell_type": "code", "execution_count": 86, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import pandas as pd\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", "from common import plot_trajectory\n", "plot_trajectory(\"trajectories/NaOH.xyz\");\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The above trajectory contains two NaOH formula units (Na shown in purple).\n", "\n", "## Hydroxide ion definition, show hydroxides in different color\n", "\n", "The most robust way of assigning oxygens as either hydroxide or water is to use the ``FINDSHORTEST`` group definition, in order to assign each hydrogen to its nearest oxygen. This is good since we then do not need to worry about interatomic distances, which would be very complicated to handle during proton transfer events (which frequently occur in the trajectory).\n", "\n", "``FINDSHORTEST`` will typically ensure that the number of hydroxide ions remains **constant**, which is useful/needed for the time correlation function calculation.\n", "\n", "So let's do it and plot hydroxide oxygens as S (yellow). Below we also define groups for hydronium (H3O+) and oxide (O not coordinating any H) - such species do not appear in this trajectory but it's good to have the definition." ] }, { "cell_type": "code", "execution_count": 87, "metadata": {}, "outputs": [], "source": [ "%%sh\n", "cat > hydroxide1.config < hydroxide1.out\n" ] }, { "cell_type": "code", "execution_count": 88, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plot_trajectory(\"hydroxide_colored.xyz\");" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "There appear two be two hydroxide ions (yellow) in each frame, which is what we'd expect. See also the NaOH mean squared displacement notebook for further analysis of this system.\n", "\n", "\n", "## Lifetime from continuous and intermittent time correlation functions\n", "\n", "* Continuous time correlation function treats any fluctuation in the identity of the assigned HydroxideO as a proton transfer event\n", "\n", "* Intermittent time correlation function only counts events that continuously last more than some tolerance time ``t*``. Below we set ``t* = 0.3 ps``. There is no rule for the right choice of ``t*``. The larger the value, the longer the calculated lifetime.\n", "\n", "For dynamic properties like time correlation functions, you must set the ``BasicTimeUnit`` near the top of the input file to the time between frames in ps. Here the time between frames is 5 fs = 0.005 ps. This also lets you use the ``MaxHistory 10 RealTime`` option to set the maximum correlation time in picoseconds instead of the number of frames." ] }, { "cell_type": "code", "execution_count": 89, "metadata": {}, "outputs": [], "source": [ "%%sh\n", "cat > hydroxide2.config < hydroxide2.out\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "By fitting the decaying time correlation function to a single or double exponential, you can extract the lifetime as the integral of that curve.\n", "\n", "Below we demonstrate how to do this for a decaying double exponential with scipy." ] }, { "cell_type": "code", "execution_count": 90, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "### DESCR TResidenceTime ParentGroup O Group HydroxideO Filename continuous_hydroxide_lifetime.txt OldMemberEscape1 0 0 0 UR HydroxideO NewMemberEscape1 -1 0 -1 VR HydroxideO MaxHistory 10 RealTime PrintEvery 2000\n", "### count 5001 timeunit 0.005\n", "#t(ps) value sum count\n", "0 1 10002 10002\n", "0.005 0.9774 9774 10000\n", "0.01 0.957992 9578 9998\n", "0.015 0.941477 9411 9996\n", "0.02 0.928357 9278 9994\n", "0.025 0.918135 9174 9992\n", "0.03 0.908609 9077 9990\n" ] } ], "source": [ "!head continuous_hydroxide_lifetime.txt" ] }, { "cell_type": "code", "execution_count": 91, "metadata": {}, "outputs": [], "source": [ "from scipy.optimize import curve_fit\n", "\n", "def double_exp(x, A: float, tau1: float, tau2: float):\n", " return A*np.exp(-x/tau1) + (1-A)*np.exp(-x/tau2)\n", "\n", "def fit_and_plot_double_exp(df: pd.DataFrame, A: float = 0.1, tau1: float = 0.5, tau2: float = 2.5, title: str = \"\") -> plt.Axes:\n", " p0 = A, tau1, tau2\n", " x = df[\"#t(ps)\"].to_numpy()\n", " y = df[\"value\"].to_numpy()\n", "\n", " popt, _ = curve_fit(double_exp, x, y, p0=p0)\n", " A, tau1, tau2 = popt\n", " prediction = double_exp(x, A, tau1, tau2)\n", "\n", " lifetime = A * tau1 + (1 - A) * tau2\n", " print(f\"{A=:.2f} {tau1=:.2f} {tau2=:.2f} {lifetime=:.2f}\")\n", "\n", " fig, ax = plt.subplots()\n", "\n", " ax.plot(x, y, '-')\n", " ax.plot(x, prediction)\n", " ax.set_title(f\"LIFETIME {title} = {lifetime:.2f} ps\")\n", " ax.set_xlabel(\"Correlation time (ps)\")\n", " ax.legend([\"Correlation function\", \"Double-exponential fit\"]);\n", "\n", " return ax" ] }, { "cell_type": "code", "execution_count": 92, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "A=0.09 tau1=0.03 tau2=0.79 lifetime=0.72\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from common import tcf2df\n", "fit_and_plot_double_exp(tcf2df(\"continuous_hydroxide_lifetime.txt\"), title=\"continuous\");" ] }, { "cell_type": "code", "execution_count": 93, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "A=0.06 tau1=0.02 tau2=1.90 lifetime=1.78\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fit_and_plot_double_exp(tcf2df(\"intermittent_hydroxide_lifetime.txt\"), title=\"intermittent\");" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Lifetime from SSP: Stable States Picture\n", "\n", "The SSP time correlation function gives the probability that a *clear* hydroxide O at time t_0 has NOT become a *clear* water O at time t_0+deltaT." ] }, { "cell_type": "code", "execution_count": 94, "metadata": {}, "outputs": [], "source": [ "%%sh\n", "cat > hydroxide3.config < hydroxide3.out" ] }, { "cell_type": "code", "execution_count": 95, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "A=0.33 tau1=1.27 tau2=1.27 lifetime=1.27\n" ] }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from common import tcf2df\n", "fit_and_plot_double_exp(tcf2df(\"ssp_hydroxide_lifetime.txt\"), title=\"SSP\");" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "After about 5 ps the correlation function curve has decayed to 0, meaning that ALL *clear* hydroxide ions have turned into *clear* water molecules after at most 5 ps.\n", "\n", "To get the lifetime, we can fit this to a double-exponential curve and use the integral under the curve as the estimated lifetime.\n", "\n", "This is the exact method that was used in [Hellstrom, Ceriotti, Behler](https://doi.org/10.1021/acs.jpcb.8b06433) - in that paper the life time at this NaOH concentration would be somewhere between 1.33 and 1.74 ps (see Fig. 11). In this tutorial we get a value of 1.27 ps, which is explained by the very short MD simulation in this tutorial (but very thorough ones in the paper)." ] } ], "metadata": { "kernelspec": { "display_name": "openmm", "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": "3.11.0" } }, "nbformat": 4, "nbformat_minor": 2 }