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Dr. Pranav Kumar
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Dr. Pranav Kumar
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  • Research
  • Publications
  • Teaching
  • Software and Data
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Fe-H EAM interatomic potential for lammps

Moment Tensor Potential for hydrogen inside TiCr2 Laves Phase

elastic_vasp

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


Examples and source code are available 

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