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This repository contains the official PyTorch implementation of MatRIS.

Python 42 7 Updated Nov 7, 2025

A Local Frame-based Atomistic Potential

Python 121 30 Updated Jul 21, 2026

This project is intended to reduce the number of samples required for model training

Python 4 2 Updated Jan 18, 2025

Deprecation - migrated to DeePMD-kit

Python 10 2 Updated Jul 13, 2024

[CVPR 2023] Neural Koopman Pooling: Control-Inspired Temporal Dynamics Encoding for Skeleton-Based Action Recognition

Python 37 2 Updated Oct 24, 2024

DeepModeling community content

97 24 Updated Dec 25, 2025

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

Python 1,986 633 Updated Jul 24, 2026