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@chrisjonesBSU
Created March 8, 2024 19:39
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{
"cells": [
{
"cell_type": "code",
"execution_count": 3,
"id": "92a238cd-4b48-49f6-8c6c-4d9167392656",
"metadata": {},
"outputs": [],
"source": [
"import warnings\n",
"warnings.filterwarnings(\"ignore\")\n",
"\n",
"import mbuild as mb\n",
"import unyt as u\n",
"\n",
"import gmso\n",
"from gmso.external import from_mbuild, to_hoomd_forcefield, to_hoomd_snapshot\n",
"from gmso.core.forcefield import ForceField\n",
"from gmso.parameterization import apply\n",
"from gmso.utils.io import get_fn"
]
},
{
"cell_type": "markdown",
"id": "923b6d94-7f67-4d3b-8a05-4e164c83b9b7",
"metadata": {},
"source": [
"## Using GAFF with Periodic Impropers:"
]
},
{
"cell_type": "code",
"execution_count": 4,
"id": "560bd0c0-e894-4cbe-9a3b-12202e0b4cf0",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"No charged group detected, skipping electrostatics.\n"
]
}
],
"source": [
"benzene = mb.load(\"c1ccccc1\", smiles=True)\n",
"benzene.box = mb.Box([5, 5, 5,])\n",
"top = from_mbuild(benzene)\n",
"\n",
"base_units = dict(mass=u.g/u.mol, length=u.nm, energy=u.kJ/u.mol)\n",
"gaff = ForceField(get_fn(\"gmso_xmls/test_ffstyles/gaff.xml\"))\n",
"paramaterized_top = apply(top=top, forcefields=gaff, identify_connections=True)\n",
"snap, _ = to_hoomd_snapshot(top, base_units=base_units)\n",
"forces, _ = to_hoomd_forcefield(top, r_cut=1.4, base_units=base_units)"
]
},
{
"cell_type": "code",
"execution_count": 5,
"id": "7257f456-671a-4813-b2ce-34c6d02de440",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Dihedrals\n",
"ca-ca-ca-ha\n",
"_HOOMDDict{'k': 15.167, 'd': 1.0, 'n': 2, 'phi0': 3.141592653589793}\n",
"ha-ca-ca-ha\n",
"_HOOMDDict{'k': 15.167, 'd': 1.0, 'n': 2, 'phi0': 3.141592653589793}\n",
"ca-ca-ca-ca\n",
"_HOOMDDict{'k': 15.167, 'd': 1.0, 'n': 2, 'phi0': 3.141592653589793}\n",
"\n",
"Impropers\n",
"<hoomd.md.improper.Periodic object at 0x7834ae23be10>\n",
"ca-*-*-ha\n",
"_HOOMDDict{'k': 4.6024, 'n': 2, 'd': 1, 'chi0': 3.141592653589793}\n"
]
}
],
"source": [
"improper_force = forces[\"impropers\"][0]\n",
"dihedral_force = forces[\"dihedrals\"][0]\n",
"\n",
"print(\"Dihedrals\")\n",
"for param in dihedral_force.params:\n",
" print(param)\n",
" print(dihedral_force.params[param])\n",
" \n",
"print()\n",
"\n",
"print(\"Impropers\")\n",
"print(improper_force)\n",
"for param in improper_force.params:\n",
" print(param)\n",
" print(improper_force.params[param])"
]
},
{
"cell_type": "code",
"execution_count": 6,
"id": "3ae98108-5796-46d1-9c69-00ee07391856",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"['ca-ca-ca-ha']\n"
]
}
],
"source": [
"print(snap.impropers.types)"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "e9efdf93-c634-4a70-9be4-c1b0b612cf34",
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3 (ipykernel)",
"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": 5
}
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