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lijiezhong's Projects

aim3g icon aim3g

AiM3G: An ultra-efficient, compact, and powerful AIRSS+M3GNet atomic structure searching tool!

alignn icon alignn

Atomistic Line Graph Neural Network; https://pages.nist.gov/jarvis_leaderboard/

annotated_deep_learning_paper_implementations icon annotated_deep_learning_paper_implementations

🧑‍🏫 59 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

ase-geometries icon ase-geometries

This repository contains python scripts for making and manipulating ASE geometries for DFT simulations

bamboo icon bamboo

BAMBOO (Bytedance AI Molecular BOOster) is an AI-driven machine learning force field tailored for accurate and practical electrolyte simulations.

bertos icon bertos

BERTOS: transformer for oxidation state prediction

bips icon bips

Bitcoin Improvement Proposals

bond-valence icon bond-valence

Python scripts for the calculation of the bond-valence from crystal structures

camd icon camd

Agent-based sequential learning software for materials discovery

cgat icon cgat

Crystal graph attention neural networks for materials prediction

chgnet icon chgnet

Pretrained universal neural network potential for charge-informed atomistic modeling

cpp_new_features icon cpp_new_features

2021年最新整理, C++ 学习资料,含C++ 11 / 14 / 17 / 20 / 23 新特性、入门教程、推荐书籍、优质文章、学习笔记、教学视频等

d-band-center icon d-band-center

Calculate s, p or d band centers from VASP DOSCAR files using python 3

ebooks icon ebooks

eBook分享大集合:主要以IT领域经典书籍收藏,以备不时之需。

echemdid-sei icon echemdid-sei

Files to install Lammps with EChemDID and some examples files to study the SEI in Li-ion battery.

gitpod-gui-example icon gitpod-gui-example

This is a example that is shown the Gui application in Gitpod. (using gitpod-full-vnc docker file)

lammps icon lammps

Compiled binaries and sources of LAMMPS, redistributed by AdvanceSoft Corp.

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