Popular GitHub Repositories for Crystal Palace

Additive manufacturing simulation with JAX.

Materials graph network with 3-body interactions featuring a DFT surrogate crystal relaxer and a state-of-the-art property predictor.

Crystal - C++ implementation of a unified framework for multilingual TTS synthesis engine with SSML specification as interface.

Natural Language Processing (NLP) library for Crystal

SHAInet - a pure Crystal machine learning library

Crystal Graph Neural Networks

Rapid experimentation and scaling of deep learning models on molecular and crystal graphs.

Efficient GPU-computing simulation for differentiable crystal plasticity finite element method

? Watch and hear macOS robots argue live in your terminal ?

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.

Self-cleaning in-memory PICO loader for Crystal Palace. Automatically erases traces and operates entirely in memory for stealthy payload execution.

State-of-the-art generative model for crystal structure prediction and de novo generation of inorganic crystals.

Universal Ensemble-Embedding Graph Neural Network for Direct Prediction of Optical Spectra from Crystal Structures

CrysGNN : Distilling pre-trained knowledge to enhance property prediction for crystalline materials. (AAAI-2023)

CrysXPP: An Explainable Property Predictor for Crystalline Materials (NPJ Computational Materials - 2022)

CrysMMNet: Multimodal Representation for Crystal Property Prediction (UAI-2023)

An unofficial jax/haiku implementation of Crystal Graph Convolutional Neural Networks (CGCNN)

This is the source code of CubicGAN generating cubic crystal structures using improved WGAN.

Generates code for code generators

Flatten directories into AI-ready files with encoded path context ???