Shengdu Chai's starred repositories
LorentzNet-release
[JHEP] An Efficient Lorentz Equivariant Graph Neural Network for Jet Tagging
majorana-nanowire-conductance
Simulate a 1D nanowire and plot the conductance and band structure
spin-orbit-nanowires
📜 Code for Spin-Orbit Protection of Induced Superconductivity in Majorana Nanowires (10.1103/PhysRevLett.122.187702)
topocm_content
Course on topology in condensed matter
kwant-tutorial-2016
An introduction to quantum nanoelectronics
EnergyFlow
Python package for the EnergyFlow suite of tools.
higgs_inference
Code repository for the paper "Constraining Effective Field Theories with Machine Learning"
cuprate_parent_state_data
Data repository for paper https://arxiv.org/abs/2112.09735
clifford-group-equivariant-cnns
Code repository of the paper "Clifford-Steerable Convolutional Neural Networks"
jax-geometric
Implementation of various equivariant models in JAX
mistral-v0.2-jax
JAX implementation of the Mistral 7b v0.2 model
CrystalFormer
Space Group Informed Transformer for Crystalline Materials Generation
HEPML-LivingReview
Living Review of Machine Learning for Particle Physics
transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
MLSummerSchoolVienna2022
ESI-DCAFM-TACO-VDSP Summer School on "Machine Learning for Materials Hard and Soft"
equivariant_crystal_networks
Code for the paper Equivariant Networks for Crystal Structures
Crystal-Graph-Features
Learning physical properties from crystal structure
MathTranslate
translate scientific papers in latex, especially arxiv papers
deep-residual-networks
Deep Residual Learning for Image Recognition