Beast code in Giters

Peichen Zhong's repositories

drxnet

A Python package for learning representations of battery discharge voltage profiles across diverse compositions in disordered rocksalt cathodes (DRX).

Language:Python10 10

cdvae

An SE(3)-invariant autoencoder for generating the periodic structure of materials [ICLR 2022]

Language:PythonMIT000

cgcnn

Crystal graph convolutional neural networks for predicting material properties.

Language:PythonMIT000

CrabNet

Predict materials properties using only the composition information!

Language:PythonMIT000

deepmd-kit

A deep learning package for many-body potential energy representation and molecular dynamics

Language:C++LGPL-3.0000

gdynet

Unsupervised learning of atomic scale dynamics from molecular dynamics.

Language:Jupyter NotebookMIT000

m3gnet

Universal material graph interatomic potential with three-body interactions

Language:PythonBSD-3-Clause000

NeuralForceField

Neural Network Force Field based on PyTorch

Language:Jupyter NotebookMIT000

OCEAN

BSE code for core spectroscopy

Language:FortranNOASSERTION000

zhongpc.github.io

Peichen Website

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