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Project description
Nonbond
Nonbond is an ASE (Atomic Simulation Environment) calculator designed for computing non-bonded interactions.
Currently, it is primarily intended for use in specific contexts such as GCMC simulations, as it outputs only the total energy and per-atom energies (forces are not yet implemented).
🧩 Features
- Lennard-Jones (LJ) potential energy calculations
- Efficient long-range Coulomb interaction algorithms
- Fast neighbor list construction using PyTorch and vesin
- GPU acceleration via PyTorch
🧠 Requirements
- Python ≥ 3.12
- ASE ≥ 3.26.0
- torch-pme ≥ 0.3.2
- vesin-torch ≥ 0.4.2
- PyTorch (latest stable version recommended)
⚙️ Installation
Install via pip:
pip install nonbond
🚀 Example
from ase import Atoms
from nonbond import Nonbond
import numpy as np
# Define Lennard-Jones parameters for SPC/E water
epsilon = {
'Ow': 0.15535,
'Hw': 0.0,
}
sigma = {
'Ow': 3.16600,
'Hw': 1.0,
}
# Create calculator
calc = Nonbond(
epsilon=epsilon,
sigma=sigma,
rc=14.0,
charge_method='ewald', # Options: 'direct', 'ewald', 'pme', 'p3m'
accuracy=1e-5
)
# Build an SPC/E water molecule
atoms = Atoms(
'OH2',
positions=[
[0.00000, -0.06461, 0.00000],
[0.81649, 0.51275, 0.00000],
[-0.81649, 0.51275, 0.00000]
],
cell=[40.0, 40.0, 40.0],
pbc=True
)
# Assign atom types and charges
atoms.set_array('type', np.array(['Ow', 'Hw', 'Hw']))
atoms.set_initial_charges([-0.8476, 0.4238, 0.4238])
# Attach calculator and compute energy
atoms.calc = calc
energy = atoms.get_potential_energy()
print(f"Potential energy: {energy:.6f} eV")
📝 Notes
- Only energy calculations are currently supported.
- Force and stress tensor support will be added in future releases.
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