Build Interface Systems for Molecular Dynamics Simulations
Project description
mdinterface: Build Interface Systems for Molecular Dynamics Simulations
mdinterface is a Python package for building systems for Molecular Dynamics (MD) simulations. Initially developed for electrolyte/electrode solid-liquid interfaces, it is equally suited for pure solvent boxes, mixed-solvent electrolytes, and polymer networks.
Features
- Fluent
BoxBuilderAPI -- stack slabs, solvent regions, and vacuum gaps layer by layer; call.build()when done. - Multi-solvent support -- mix solvents by molar ratio + density, ratio + total count, or explicit per-species molecule counts.
- Ion placement -- dissolve ions by count, molar concentration, or a spatially-varying concentration profile.
- PACKMOL integration -- handles molecular packing automatically; tolerance and dilation are tunable per layer.
- Force-field database -- pre-defined parameters for common metals, noble gases, water models, and ions; or generate OPLS-AA parameters on the fly with LigParGen.
- Polymer builder -- generate chains of arbitrary length from a monomer
Specie. - RESP charges -- estimate partial charges with PySCF / gpu4pyscf (optional).
- AIMD with FAIRChem -- run ML-potential dynamics via FAIRChem (optional).
- LAMMPS output -- writes data files and force-field coefficient blocks ready to run.
- MDAnalysis integration -- every object converts to
mda.Universewith a single call.
Requirements
Check requirements.txt for mandatory dependencies. pip install mdinterface handles them automatically.
You also need packmol installed and on your PATH:
conda install -c conda-forge packmol
Optional packages
LigParGen (automatic OPLS-AA parameters)
Follow the instructions on the LigParGen GitHub (or try this fork if you hit installation issues). Point mdinterface to your BOSS directory via config.ini:
# ~/.config/mdinterface/config.ini (path is OS-dependent)
[settings]
BOSSdir = /path/to/boss
RESP charges with PySCF
Install PySCF and PyMBXAS. RESP fitting currently requires gpu4pyscf.
AIMD with FAIRChem
pip install fairchem-core
Installation
- Python 3.8+
- PACKMOL (see above)
# Stable release
pip install mdinterface
# Development version
git clone https://github.com/roncofaber/mdinterface.git
cd mdinterface
pip install -e .
Optional extras:
pip install mdinterface[resp] # RESP charge analysis
pip install mdinterface[aimd] # FAIRChem AIMD
pip install mdinterface[all] # everything
Quick start
Define species
from mdinterface import BoxBuilder
from mdinterface.database import Water, Ion, Metal111
water = Water(model="ewald")
na = Ion("Na", ffield="Cheatham")
cl = Ion("Cl", ffield="Cheatham")
gold = Metal111("Au")
Build a gold / NaCl electrolyte / gold sandwich
simbox = BoxBuilder(xysize=[15, 15], verbose=True)
simbox.add_slab(gold, nlayers=3)
simbox.add_solvent(water, ions=[na, cl], nions=[5, 5], zdim=25, density=1.0)
simbox.add_slab(gold, nlayers=3)
simbox.add_vacuum(zdim=5)
simbox.build(padding=0.5)
simbox.write_lammps("data.lammps", atom_style="full", write_coeff=True)
Mixed-solvent box (water + methanol)
from mdinterface.core.specie import Specie
methanol = Specie("CH3OH", ligpargen=True)
simbox = BoxBuilder(xysize=[25, 25])
simbox.add_solvent(
[water, methanol],
ratio=[3, 1], # 3 water : 1 methanol by mole
density=0.95,
zdim=30,
ions=[na, cl],
nions=[5, 5],
)
simbox.build(padding=0.5)
simbox.write_lammps("data_mixture.lammps", atom_style="full", write_coeff=True)
Convert to ASE or MDAnalysis
atoms = simbox.to_ase() # ase.Atoms with cell and PBC
universe = simbox.universe # mda.Universe
See the examples/box_builder/ directory for more complete scripts:
| Script | What it shows |
|---|---|
builder_electrode_interface.py |
Au / NaCl electrolyte / Au sandwich |
builder_solvent_box.py |
Pure solvent + dissolved species |
builder_multisolvent_box.py |
Mixed-solvent box with ratio/density/count modes |
builder_multilayer.py |
Five-layer multi-slab system |
builder_sandwich_from_traj.py |
Load a relaxed structure via hijack |
The legacy SimulationBox API is still available and unchanged; see examples/simulation_box/.
Roadmap
Since the original idea was to make a package to build MD boxes layer by layer, I am strongly debating renaming everything as "Workflow for Easy Molecular DYnamics Simulations", aka WEMDYS.
Questions & Issues
Sir, this is a WEMDY'S. Please contact me or open an issue, glad to talk about ideas and improvements!
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