Popular GitHub Repositories for Materials

Open Machine Learning course

OpenDS4All project, hosted by LF AI & Data

MatDGL is a neural network package that allows researchers to train custom models for crystal modeling tasks. It aims to accelerate the research and application of material science.

The official PyTorch implementation for paper "SurfaceNet: Adversarial SVBRDF Estimation from a Single Image"

Language-interfaced fine-tuning for chemistry

The official code respository for "Crystalformer: Infinitely Connected Attention for Periodic Structure Encoding" (ICLR 2024)

Probing the limitations of multimodal language models for chemistry and materials research

Internal inpainting of materials with diffusion