{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Tutorial 7 - Transformations of 1D FEP and kinetics" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Introduction" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "In this notebook, we investigate the impact of the choice of the collective variable on the free energy profile as well as the kinetics. The main conclusion of this notebook will be that the shape of the free energy profile depends on the choice of the CV (as well as for example the difference in free energy between the reactant state minimum and the transition state maximum), however, the derived kinetic rate constant (and hence also the related phenomenological free energy barrier) will not depend on this choice." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "%load_ext autoreload\n", "%autoreload 2" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "from thermolib.thermodynamics.fep import SimpleFreeEnergyProfile, plot_profiles\n", "from thermolib.thermodynamics.histogram import Histogram1D\n", "from thermolib.tools import read_wham_input, blav, decorrelate\n", "from thermolib.thermodynamics.trajectory import ColVarReader\n", "from thermolib.thermodynamics.cv import CoordinationNumber, LinearCombination, FunctionCV\n", "from thermolib.kinetics.rate import RateFactorEquilibrium\n", "from thermolib.units import *\n", "\n", "import numpy as np, os" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "prefix = 'advanced_wham1D_transformations_'" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## FEP and rate with original CV" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We start be constructing the reference FEP in terms of the original CV, i.e. the CV along which the biasing was performed." ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "bins = np.arange(-1.7, 1.7, 0.02)\n", "fn_meta = 'data/formic_acid_dimer/wham_input.txt'" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "colvar_reader = ColVarReader([0], units=['au'])\n", "temp, biasses, trajectories = read_wham_input(\n", " fn_meta, colvar_reader, 'colvars/COLVAR_%s.dat', \n", " bias_potential='Parabola1D', q01_unit='au', kappa1_unit='kjmol',\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We decorrelate the data using the built-in `decorrelate` routine from the `thermolib.tools` module..." ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/home/lvduyfhu/miniconda3/envs/test/lib/python3.14/site-packages/thermolib/tools.py:960: OptimizeWarning: Covariance of the parameters could not be estimated\n", " pars, pcovs = curve_fit(function, upper_envelope_indices, upper_envelope_values, **curve_fit_kwargs)\n" ] }, { "data": { "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "corrtimes = decorrelate(trajectories, plot=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "...and construct the corresponding FEP" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "SCF Converged!\n", "---------------------------------------------------------------------\n", "TIMING SUMMARY\n", " initializing: 00h 00m 00.000s\n", " histograms : 00h 00m 00.011s\n", " bias poten. : 00h 00m 00.006s\n", " solve scf : 00h 00m 00.165s\n", " error est. : 00h 00m 00.518s\n", " TOTAL : 00h 00m 00.702s\n", "---------------------------------------------------------------------\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "hist = Histogram1D.from_wham(bins, trajectories, biasses, temp, error_estimate='mle_f_cov', corrtimes=corrtimes, Nscf=10000)\n", "fep = SimpleFreeEnergyProfile.from_histogram(hist, temp=temp)\n", "fep.process_states(lims=[-1.55,-0.2,0.2,1.55])\n", "fep.set_ref(ref='r')\n", "fep.plot()" ] }, { "cell_type": "markdown", "metadata": { "vscode": { "languageId": "raw" } }, "source": [ "We now also proceed by computing the rate constant according to this CV choice. For this we use all settings as discussed in the [tutorial on basic kinetics](basic_kinetics.html)." ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [], "source": [ "#CV definition\n", "C1 = CoordinationNumber([[0,9]], r0=1.4*angstrom)\n", "C2 = CoordinationNumber([[7,9]], r0=1.4*angstrom)\n", "C3 = CoordinationNumber([[2,4]], r0=1.4*angstrom)\n", "C4 = CoordinationNumber([[5,4]], r0=1.4*angstrom)\n", "CV = LinearCombination([C1,C2,C3,C4], [1., -1., -1., 1.])" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [], "source": [ "CV_TS_Delta = 0.05\n", "CV_TS_lims = [fep.ts.get_cv()-CV_TS_Delta, fep.ts.get_cv()+CV_TS_Delta]\n", "rate = RateFactorEquilibrium(CV, CV_TS_lims, temp, CV_unit='au')" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [], "source": [ "fn = '%s/colvars/u64.xyz' %os.path.dirname(fn_meta)\n", "rate.process_trajectory(fn, finish=False, momenta='analytical')\n", "rate.finish()" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Rate factor with block averaging:\n", "---------------------------------\n", " A = 1.745 10^+13 +- 1.224 10^+10 au/s (9591 TS samples, int. autocorr. time = 49.423 timesteps)\n", "\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "A, A_dist = rate.result_blav()\n", "rate_results = rate.compute_rate(fep)\n", "fep.plot(rate=rate)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## FEP and rate in terms of alternative CV" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We are going to transform the FEP from $F(CV)$ towards $F(Q)$ with $Q=\\frac{1}{0.9}e^{0.9\\cdot CV}$. This can be done using the ``transform`` routine of the BaseFreeEnergyProfile class (as well as it child class SimpleFreeEnergyProfile). For that, we first derive the transformation function as well as its derivative:" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [], "source": [ "def function(cv):\n", " return np.exp(0.9*cv)\n", "\n", "def derivative(cv):\n", " return 0.9*np.exp(0.9*cv)" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "WARNING: lowest point on new CV grid is larger than original CV grid. You will potentially lose data by recollection. Set return_new_fes to True to force the recollection and store to new FES.\n", "WARNING: lowest point on new CV grid is larger than original CV grid. You will potentially lose data by recollection. Set return_new_fes to True to force the recollection and store to new FES.\n", "WARNING: lowest point on new CV grid is larger than original CV grid. You will potentially lose data by recollection. Set return_new_fes to True to force the recollection and store to new FES.\n", "WARNING: lowest point on new CV grid is larger than original CV grid. You will potentially lose data by recollection. Set return_new_fes to True to force the recollection and store to new FES.\n", "WARNING: lowest point on new CV grid is larger than original CV grid. You will potentially lose data by recollection. Set return_new_fes to True to force the recollection and store to new FES.\n", "WARNING: lowest point on new CV grid is larger than original CV grid. You will potentially lose data by recollection. Set return_new_fes to True to force the recollection and store to new FES.\n", "WARNING: lowest point on new CV grid is larger than original CV grid. You will potentially lose data by recollection. Set return_new_fes to True to force the recollection and store to new FES.\n", "WARNING: lowest point on new CV grid is larger than original CV grid. You will potentially lose data by recollection. Set return_new_fes to True to force the recollection and store to new FES.\n", "WARNING: lowest point on new CV grid is larger than original CV grid. You will potentially lose data by recollection. Set return_new_fes to True to force the recollection and store to new FES.\n", "WARNING: lowest point on new CV grid is larger than original CV grid. You will potentially lose data by recollection. Set return_new_fes to True to force the recollection and store to new FES.\n", "WARNING: lowest point on new CV grid is larger than original CV grid. You will potentially lose data by recollection. Set return_new_fes to True to force the recollection and store to new FES.\n", "WARNING: lowest point on new CV grid is larger than original CV grid. You will potentially lose data by recollection. Set return_new_fes to True to force the recollection and store to new FES.\n", "WARNING: lowest point on new CV grid is larger than original CV grid. You will potentially lose data by recollection. Set return_new_fes to True to force the recollection and store to new FES.\n", "WARNING: lowest point on new CV grid is larger than original CV grid. You will potentially lose data by recollection. Set return_new_fes to True to force the recollection and store to new FES.\n", "WARNING: lowest point on new CV grid is larger than original CV grid. You will potentially lose data by recollection. Set return_new_fes to True to force the recollection and store to new FES.\n", "WARNING: lowest point on new CV grid is larger than original CV grid. You will potentially lose data by recollection. Set return_new_fes to True to force the recollection and store to new FES.\n", "WARNING: lowest point on new CV grid is larger than original CV grid. You will potentially lose data by recollection. Set return_new_fes to True to force the recollection and store to new FES.\n", "WARNING: lowest point on new CV grid is larger than original CV grid. You will potentially lose data by recollection. Set return_new_fes to True to force the recollection and store to new FES.\n", "WARNING: lowest point on new CV grid is larger than original CV grid. You will potentially lose data by recollection. Set return_new_fes to True to force the recollection and store to new FES.\n", "WARNING: lowest point on new CV grid is larger than original CV grid. You will potentially lose data by recollection. Set return_new_fes to True to force the recollection and store to new FES.\n", "WARNING: lowest point on new CV grid is larger than original CV grid. You will potentially lose data by recollection. Set return_new_fes to True to force the recollection and store to new FES.\n", "WARNING: lowest point on new CV grid is larger than original CV grid. You will potentially lose data by recollection. Set return_new_fes to True to force the recollection and store to new FES.\n", "WARNING: lowest point on new CV grid is larger than original CV grid. You will potentially lose data by recollection. Set return_new_fes to True to force the recollection and store to new FES.\n", "WARNING: lowest point on new CV grid is larger than original CV grid. You will potentially lose data by recollection. Set return_new_fes to True to force the recollection and store to new FES.\n", "WARNING: lowest point on new CV grid is larger than original CV grid. You will potentially lose data by recollection. Set return_new_fes to True to force the recollection and store to new FES.\n", "WARNING: lowest point on new CV grid is larger than original CV grid. You will potentially lose data by recollection. Set return_new_fes to True to force the recollection and store to new FES.\n", "WARNING: lowest point on new CV grid is larger than original CV grid. You will potentially lose data by recollection. Set return_new_fes to True to force the recollection and store to new FES.\n", "WARNING: lowest point on new CV grid is larger than original CV grid. You will potentially lose data by recollection. Set return_new_fes to True to force the recollection and store to new FES.\n", "WARNING: lowest point on new CV grid is larger than original CV grid. You will potentially lose data by recollection. Set return_new_fes to True to force the recollection and store to new FES.\n", "WARNING: lowest point on new CV grid is larger than original CV grid. You will potentially lose data by recollection. Set return_new_fes to True to force the recollection and store to new FES.\n", "WARNING: lowest point on new CV grid is larger than original CV grid. You will potentially lose data by recollection. Set return_new_fes to True to force the recollection and store to new FES.\n", "WARNING: lowest point on new CV grid is larger than original CV grid. You will potentially lose data by recollection. Set return_new_fes to True to force the recollection and store to new FES.\n", "WARNING: lowest point on new CV grid is larger than original CV grid. You will potentially lose data by recollection. Set return_new_fes to True to force the recollection and store to new FES.\n", "WARNING: lowest point on new CV grid is larger than original CV grid. You will potentially lose data by recollection. Set return_new_fes to True to force the recollection and store to new FES.\n", "WARNING: lowest point on new CV grid is larger than original CV grid. You will potentially lose data by recollection. Set return_new_fes to True to force the recollection and store to new FES.\n", "WARNING: lowest point on new CV grid is larger than original CV grid. You will potentially lose data by recollection. Set return_new_fes to True to force the recollection and store to new FES.\n", "WARNING: lowest point on new CV grid is larger than original CV grid. You will potentially lose data by recollection. Set return_new_fes to True to force the recollection and store to new FES.\n", "WARNING: lowest point on new CV grid is larger than original CV grid. You will potentially lose data by recollection. Set return_new_fes to True to force the recollection and store to new FES.\n", "WARNING: lowest point on new CV grid is larger than original CV grid. You will potentially lose data by recollection. Set return_new_fes to True to force the recollection and store to new FES.\n", "WARNING: lowest point on new CV grid is larger than original CV grid. You will potentially lose data by recollection. Set return_new_fes to True to force the recollection and store to new FES.\n", "WARNING: lowest point on new CV grid is larger than original CV grid. You will potentially lose data by recollection. Set return_new_fes to True to force the recollection and store to new FES.\n", "WARNING: lowest point on new CV grid is larger than original CV grid. You will potentially lose data by recollection. Set return_new_fes to True to force the recollection and store to new FES.\n", "WARNING: lowest point on new CV grid is larger than original CV grid. You will potentially lose data by recollection. Set return_new_fes to True to force the recollection and store to new FES.\n", "WARNING: lowest point on new CV grid is larger than original CV grid. You will potentially lose data by recollection. Set return_new_fes to True to force the recollection and store to new FES.\n", "WARNING: lowest point on new CV grid is larger than original CV grid. You will potentially lose data by recollection. Set return_new_fes to True to force the recollection and store to new FES.\n", "WARNING: lowest point on new CV grid is larger than original CV grid. You will potentially lose data by recollection. Set return_new_fes to True to force the recollection and store to new FES.\n", "WARNING: lowest point on new CV grid is larger than original CV grid. You will potentially lose data by recollection. Set return_new_fes to True to force the recollection and store to new FES.\n", "WARNING: lowest point on new CV grid is larger than original CV grid. You will potentially lose data by recollection. Set return_new_fes to True to force the recollection and store to new FES.\n", "WARNING: lowest point on new CV grid is larger than original CV grid. You will potentially lose data by recollection. Set return_new_fes to True to force the recollection and store to new FES.\n", "WARNING: lowest point on new CV grid is larger than original CV grid. You will potentially lose data by recollection. Set return_new_fes to True to force the recollection and store to new FES.\n", "WARNING: lowest point on new CV grid is larger than original CV grid. You will potentially lose data by recollection. Set return_new_fes to True to force the recollection and store to new FES.\n", "WARNING: multivariate normal sampling failed using Cholesky decomposition, switching to method eigh.\n", "WARNING: multivariate normal sampling failed using Cholesky decomposition, switching to method eigh.\n", "WARNING: multivariate normal sampling failed using Cholesky decomposition, switching to method eigh.\n", "WARNING: multivariate normal sampling failed using Cholesky decomposition, switching to method eigh.\n", "WARNING: multivariate normal sampling failed using Cholesky decomposition, switching to method eigh.\n" ] }, { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fep2 = fep.transform_function(function, derivative=derivative)\n", "fep2.process_states(lims=[-np.inf,0.9,1.4,4.4])\n", "#fep2.set_ref(ref='r')\n", "fep2.plot(flims=[-5,30])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We clearly see that the free energy profile is not the same anymore as before. We now compute the rate according to the transformed CV and see if that has changed. For this, we use the CollectiveVariable child class ``FunctionCV`` to define a function of another CV:" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [], "source": [ "Q = FunctionCV(CV, function, derivative)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We will need to translate the limits on the TS region in CV space given by\n", "\n", "\\begin{align}\n", " CV^{TS}_{lims} = [CV^{TS}-dCV,CV^{TS}+dCV]\n", "\\end{align}\n", "\n", "to the limits in Q space using the transformation function $Q=f(CV)$ and its derivative $f'(CV)$, which we do as follows:\n", "\n", "\\begin{align}\n", " Q^{TS}_{lims} &= [Q^{TS}-dQ,Q^{TS}+dQ] \\\\\n", " Q^{TS} &= f(CV^{TS}) \\\\\n", " dQ &= f'(CV^{TS})\\cdot dCV\n", "\\end{align}" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[np.float64(1.0002116225025508), np.float64(1.0909272526572253)]\n" ] } ], "source": [ "Q_TS_Delta = derivative(fep.ts.get_cv())*CV_TS_Delta\n", "Q_TS_lims = [fep2.ts.get_cv()-Q_TS_Delta, fep2.ts.get_cv()+Q_TS_Delta]\n", "print(Q_TS_lims)\n", "rate2 = RateFactorEquilibrium(Q, Q_TS_lims, temp, CV_unit='au')" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Estimating rate factor from trajectory data/formic_acid_dimer/colvars/u64.xyz for TS=[1.000,1.091] au using analytical momentum integration\n" ] } ], "source": [ "fn = '%s/colvars/u64.xyz' %os.path.dirname(fn_meta)\n", "rate2.process_trajectory(fn, finish=False, momenta='analytical', verbose=True)\n", "rate2.finish()" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Rate factor with block averaging:\n", "---------------------------------\n", " A = 1.605 10^+13 +- 2.160 10^+10 au/s (7070 TS samples, int. autocorr. time = 1.202 timesteps)\n", "\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "A2, A2_dist = rate2.result_blav()\n", "rate2_results = rate2.compute_rate(fep2)\n", "fep2.plot(rate=rate2,flims=[-5,30])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "As we can see, the phenomenological barriers (both forward and backward) remain consistent with those computed with the original CV." ] } ], "metadata": { "kernelspec": { "display_name": "test", "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": "3.14.2" }, "toc-autonumbering": true, "toc-showmarkdowntxt": false, "toc-showtags": false }, "nbformat": 4, "nbformat_minor": 4 }