Fe-H EAM interatomic potential for lammps
Moment Tensor Potential for hydrogen inside TiCr2 Laves Phase
This package is created as python library to facilitate density functional theory based package VASP to calculate Second-order elastic constants from strain-energy relationship. This tool is only compatible with DFT package VASP.
For installing this Library using pip
pip install elastic-vasp
MOTEP
MOTEP is an open-source Python framework designed to make developing accurate, high-performance interatomic potentials simple, flexible, and reproducible. It provides a complete workflow for fitting Moment Tensor Potentials (MTPs) or similar machine-learning potentials to reference atomic data such as energies, forces, and stresses.
✔ Multiple Calculation Backends (Simple plugin to Atomic simulation environment)
Choose the backend that suits your needs:
NumPy — easy to use and portable
Numba — JIT-accelerated for fast performance
mlip-based engine — compatibility with existing MLIP workflows
Switching between backends requires no code changes.
✔ Flexible Optimization Algorithms
MOTEP integrates several proven optimization strategies:
L-BFGS-B, Nelder–Mead, Differential Evolution, Dual Annealing, Built-in Genetic Algorithm
pip install git+https://github.com/imw-md/motep.git