Equiformer

Machine Learning for Physics
Maintenance light282updated 1 year ago
Python
MIT

Equivariant graph attention Transformer (ICLR2023)

README

Equiformer: Equivariant Graph Attention Transformer for 3D Atomistic Graphs Paper | OpenReview | Poster | Slides This repository contains the official PyTorch implementation of the work "Equiformer: Equivariant Graph Attention Transformer for 3D Atomistic Graphs" (ICLR 2023 Spotlight). Additionally, in our subsequent work, we find that we can generalize self-supervised learning similar to BERT, which we call DeNS (Denoising Non-Equilibrium Structures), to 3D atomistic systems to improve the…

Source attribution

  • GitHubgithub.com/atomicarchitects/equiformer
  • Awesome AI for Sciencegithub.com/atomicarchitects/equiformer

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