{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Radial and angular distribution functions, hydrogen bond definition\n", "\n", "In this example we'll use the liquid water trajectory from trajectories/H2O.xyz" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import pandas as pd\n", "import seaborn as sns\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", "from common import plot_trajectory\n", "plot_trajectory(\"trajectories/H2O.xyz\");\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Radial distribution functions" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [], "source": [ "%%sh\n", "cat > radf1.config < radf1.out\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Plot radial distribution function" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from common import rdf2df\n", "import matplotlib.pyplot as plt\n", "\n", "rdf_files = [\"rdf_h_h.txt\", \"rdf_o_h.txt\", \"rdf_o_o.txt\"]\n", "fig, ax = plt.subplots()\n", "for f in rdf_files:\n", " rdf2df(f).plot(0, 1, xlabel=\"r (angstrom)\", ax=ax)\n", "ax.legend(rdf_files)\n", "ax.set_xlim([0, 6])\n", "ax.set_ylim([0, 5])\n", "ax.set_title(\"Radial distribution functions\");" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Here we can see that\n", "\n", "* a typical O-H covalent bond is about 1 angstrom (rdf_o_h.txt)\n", "* a typical intermolecular O...H hydrogen bond is about 2 angstrom (rdf_o_h.txt)\n", "* a typical intermolecular O O distance is about 2.9 angstrom (rdf_o_o.txt)\n", "* the first minimum in the O-O rdf is about 3.5 angstrom\n", "\n", "## Angular distribution function\n", "\n", "With this information, we can define an angular distribution function using the ``AngleRDF`` command:" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [], "source": [ "%%sh\n", "cat > radf2.config < radf2.out\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The ``AngleRDF`` command produces eight output files, ``ardf.txt_1``, .., ``ardf.txt_8``. \n", "\n", "* ``_1``, ``_2``, ``_3``, ``_7`` contain 2D histograms (heat maps)\n", "* ``_4``, ``_5``, ``_6``, ``_8`` contain 1D histograms" ] }, { "cell_type": "code", "execution_count": 76, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "ardf.txt_1 --- #bond(1-o-2-o_h) angle(o-o_h-h) weight\n", "ardf.txt_2 --- #bond(2-o_h-3-h) angle(o-o_h-h) weight\n", "ardf.txt_3 --- #bond(1-o-2-o_h) bond(2-o_h-3-h) weight\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "ardf.txt_4 --- #bond(1-o-2-o_h) weight(norm) rawcount #### summed over all angles ####\n", "ardf.txt_5 --- #bond(2-o_h-3-h) weight(norm) rawcount #### summed over all angles ####\n", "ardf.txt_6 --- #angle(1-o-2-o_h-3-h) weight(norm) rawcount weight(norm)/sin(theta)### summed over all allowed bond lengths #### totalsum: 190910\n", "ardf.txt_7 --- #bond(1-o-3-h) angle(1-o-2-o_h-3-h) weight\n", "ardf.txt_8 --- #bond(1-o-3-h) weight(norm) rawcount #### summed over all angles ####\n" ] } ], "source": [ "%%sh\n", "for f in ardf.txt_?; do echo $f --- $(head -n 1 $f); done" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Plot angular distribution function" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "df = pd.read_csv(\"ardf.txt_6\", sep=\"\\s+\").iloc[:, :4]\n", "df.head()\n", "fig, ax = plt.subplots()\n", "df.plot(x=0, y=1, xlabel=\"angle (degree)\", ylabel=\"angular distribution function\", ax=ax);" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "* A common definition is to require the hydrogen bond angle to be smaller than 30 degrees. That covers the majority of the first peak in the above curve. \n", "\n", "* At angles > 80 degrees the curve quickly goes to 0, since at those angles the intermolecular H..O bond is longer than the intermolecular O...O distance, and we had the ``MaxDist13Frac12 1.0`` condition in the input.\n", "\n", "We can also resolve the above curve with respect to for example the intermolecular H...O distance:" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "df = pd.read_csv(\"ardf.txt_7\", sep=\"\\s+\")\n", "def plot_heatmap(df: pd.DataFrame) -> plt.Axes:\n", " # Step 2: Reshape the data into a 2D grid (pivot the DataFrame)\n", " xcol = df.columns[1]\n", " ycol = df.columns[0]\n", " zcol = df.columns[2]\n", " pivot_table = df.pivot(index=ycol, columns=xcol, values=zcol)\n", " return sns.heatmap(pivot_table, cmap='viridis', cbar_kws={'label': zcol})\n", "\n", "plot_heatmap(df);" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Here we see that smaller O...H-O angles are correlated with shorter O...H distances." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Hydrogen bond statistics and defining groups based on angle criteria\n", "\n", "There is a special ``HydrogenBond`` command which is just shorthand for the same ``AngleRDF`` command used above, but with a ``MaxAngle`` of 30. When using it, the actual ``AngleRDF`` command that is used is printed to the output.\n", "\n", "Most groups are defined using ``DefineGroup``, but the ``AngleRDF`` command can also be used to define groups. There are two ways: \n", "\n", "* ``CopyGroup`` which includes all the original group members, only the coordination tables depend on the AngleRDF criteria,\n", "* ``NewGroup`` which includes only the group members that contribute a nonzero amount to the AngleRDF.\n", "\n", "``CopyGroup`` is thus similar to ``MinCoord 0``, and ``NewGroup`` is similar to ``MinCoord 1``." ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "%%sh\n", "cat >radf3.config < radf3.out" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "---hist_donor_o_cn.txt---\n", " #value #count #fractional\n", "0 0 1113 0.017391\n", "1 1 15941 0.249078\n", "2 2 46717 0.729953\n", "3 3 229 0.003578\n", "---hist_donor_h_cn.txt---\n", " #value #count #fractional\n", "0 0 18207 0.142242\n", "1 1 109524 0.855656\n", "2 2 269 0.002102\n", "---hist_acceptor_o_cn.txt---\n", " #value #count #fractional\n", "0 0 1546 0.024156\n", "1 1 18737 0.292766\n", "2 2 39876 0.623062\n", "3 3 3791 0.059234\n", "4 4 50 0.000781\n" ] } ], "source": [ "from common import hist2df\n", "from pathlib import Path\n", "hist_files = Path(\".\").glob(\"hist*cn.txt\")\n", "for f in hist_files:\n", " print(f\"---{f}---\")\n", " print(hist2df(f))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Here we see that\n", "* 2% of water molecules donate 0 hydrogen bonds, 25% donate 1, 73% donate 2\n", "* 14% of water hydrogens donate 0 hydrogen bonds, 86% donate 1\n", "* 29% of water oxgens accept 1 hydrogen bond, 62% accept 2, and 6% accept 3\n", "\n", "We can note that 0.855 * 0.855 ≈ 0.73, so we might hypothesize that whether a hydrogen donates a hydrogen bond is independent of whether the other hydrogen on the same water molecule donates a hydrogen bond.\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "As always, let's check out some of these atomic environments to verify that our group definitions are correct. \n", "\n", "Tip: Open these .xyz files in an interactive viewer for easier verification." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Color based on number of ACCEPTED hydrogen bonds" ] }, { "cell_type": "code", "execution_count": 48, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# green: water O accepting 1 hydrogen bond\n", "# red: water O accepting 2 hydrogen bonds\n", "# yellow: water O accepting 3 hydrogen bonds\n", "plot_trajectory(\"acceptor_colors.xyz\");" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Color based on number of DONATED hydrogen bonds" ] }, { "cell_type": "code", "execution_count": 49, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# blue: water O donating 0 hydrogen bonds\n", "# green: water O donating 1 hydrogen bond\n", "# red: water O donating 2 hydrogen bond\n", "plot_trajectory(\"donor_colors.xyz\");" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's plot just some local coordination environments:" ] }, { "cell_type": "code", "execution_count": 50, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# blue water molecule donate ZERO hydrogen bonds\n", "# only the complete hydrogen bonding environment around ONE blue water molecule is shown\n", "plot_trajectory(\"env_donor_cn0.xyz\", plot_cell=False);" ] }, { "cell_type": "code", "execution_count": 51, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# green water molecules donate ONE hydrogen bond\n", "# only the complete hydrogen bonding environment around ONE green water molecule is shown\n", "plot_trajectory(\"env_donor_cn1.xyz\", plot_cell=False);" ] }, { "cell_type": "code", "execution_count": 52, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# red water molecules donate TWO hydrogen bonds\n", "# only the complete hydrogen bonding environment around ONE red water molecule is shown\n", "plot_trajectory(\"env_donor_cn2.xyz\", plot_cell=False);" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Plot coordination number vs. frame number\n", "\n", "``acceptor_o_cn.txt`` contains the number of accepted hydrogen bonds vs. frame for each oxygen. There are many oxygens, so let's just plot the first two." ] }, { "cell_type": "code", "execution_count": 72, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "#iter acceptoro(allcn) \n", "1 1 2 2 0 3 2 3 2 3 1 2 1 2 2 2 2 2 1 1 2 2 2 2 2 1 1 2 2 1 1 2 1 2 2 2 1 2 3 1 1 3 1 1 2 2 2 2 1 1 1 2 1 1 2 2 1 1 2 1 2 2 1 1 2 \n", "2 1 2 2 0 2 2 3 2 3 1 2 1 2 2 2 2 2 1 1 2 2 2 2 2 1 1 2 2 1 1 2 1 1 2 2 1 2 3 1 1 3 2 1 2 2 2 2 1 1 1 2 1 1 2 1 1 1 2 1 2 1 1 1 3 \n", "3 1 2 2 1 2 2 3 2 3 1 2 1 2 2 2 2 2 2 1 1 2 2 2 2 1 1 2 2 1 1 2 2 1 2 2 1 2 3 2 1 3 2 1 2 2 2 2 1 1 1 2 1 1 2 2 1 1 2 0 2 2 1 1 3 \n", "4 1 2 2 1 2 2 3 2 2 1 2 1 2 2 2 2 2 2 1 1 2 2 2 2 1 1 2 2 1 1 2 2 1 2 2 2 2 3 2 1 3 2 1 2 2 2 2 1 1 1 2 1 1 2 2 1 1 2 0 2 2 2 1 3 \n", "5 1 2 2 1 2 2 3 2 2 1 2 1 2 2 2 2 2 2 1 1 2 2 2 2 2 2 2 2 1 1 2 1 1 2 2 2 2 3 1 1 3 1 1 2 2 2 2 1 1 1 2 1 1 2 1 2 1 2 0 2 2 2 1 3 \n", "6 1 2 2 1 2 2 3 2 2 1 2 1 2 2 2 2 2 2 0 1 2 2 2 2 2 2 2 2 1 1 2 1 1 2 2 2 2 3 1 1 3 2 1 2 2 2 2 2 2 1 2 1 1 2 0 2 1 2 1 2 2 2 3 3 \n", "7 1 3 2 1 2 2 3 2 2 1 2 1 2 2 2 1 2 2 0 1 2 1 2 2 2 2 2 2 1 1 2 1 1 2 2 2 2 3 1 1 3 2 1 2 2 2 2 2 2 1 2 1 1 2 1 2 1 2 1 2 2 2 3 3 \n", "8 1 2 2 1 2 2 3 2 2 1 2 1 2 2 3 1 2 2 0 1 2 1 2 2 2 2 2 2 1 1 2 1 1 2 2 2 2 3 1 1 3 2 1 2 2 2 2 2 2 1 2 1 1 2 1 2 1 2 1 2 2 2 2 3 \n", "9 1 1 2 1 2 2 3 2 2 1 2 1 2 2 3 1 2 2 1 2 2 1 2 2 2 2 2 2 1 1 2 1 1 2 2 1 2 2 1 1 3 2 2 2 2 2 2 2 2 1 2 1 1 2 1 2 1 2 1 2 2 2 2 3 \n" ] } ], "source": [ "%%sh\n", "head acceptor_o_cn.txt" ] }, { "cell_type": "code", "execution_count": 93, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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iterationO1O2O3O4O5O6O7O8O9...O55O56O57O58O59O60O61O62O63O64
01122032323...2112122112
12122022323...1112121113
23122122323...2112022113
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45122122322...1212022213
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5 rows × 65 columns

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" ], "text/plain": [ " iteration O1 O2 O3 O4 O5 O6 O7 O8 O9 ... O55 O56 O57 O58 \\\n", "0 1 1 2 2 0 3 2 3 2 3 ... 2 1 1 2 \n", "1 2 1 2 2 0 2 2 3 2 3 ... 1 1 1 2 \n", "2 3 1 2 2 1 2 2 3 2 3 ... 2 1 1 2 \n", "3 4 1 2 2 1 2 2 3 2 2 ... 2 1 1 2 \n", "4 5 1 2 2 1 2 2 3 2 2 ... 1 2 1 2 \n", "\n", " O59 O60 O61 O62 O63 O64 \n", "0 1 2 2 1 1 2 \n", "1 1 2 1 1 1 3 \n", "2 0 2 2 1 1 3 \n", "3 0 2 2 2 1 3 \n", "4 0 2 2 2 1 3 \n", "\n", "[5 rows x 65 columns]" ] }, "execution_count": 93, "metadata": {}, "output_type": "execute_result" } ], "source": [ "df = pd.read_csv(\"acceptor_o_cn.txt\", delimiter=\"\\s+\", header=None, skiprows=1)\n", "df.columns = ['iteration'] + [f'O{i+1}' for i in range(df.shape[1]-1)]\n", "df.head()" ] }, { "cell_type": "code", "execution_count": 103, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "df.plot(x=\"iteration\", y=[\"O1\", \"O2\"], title=\"Number of accepted hydrogen bonds\");" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We see that the hydrogen bonding environment fluctuates during the simulation. In a future notebook, these kinds of fluctuations are analyzed in more detail to calculate the hydrogen bond lifetime.\n", "\n", "NOTE: The above plot is valid only because the order of the oxygen atoms as printed in acceptor_o_cn.txt will follow the order of oxygens in the trajectory, and that is the case because\n", "\n", "* The trajectory is written with oxygens always in the same order\n", "* The AcceptorO(AllCN) group is defined using CopyGroup based on the group O which is defined using ATOMICNUMBER, and ATOMICNUMBER both preserves atom order and contains all oxygen atoms.\n", "\n", "In general you SHOULD NOT assume that the atom order from PrintProperties matches the order in the trajectory." ] } ], "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 }