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HongjianChen's Projects

activelearningframework icon activelearningframework

Bachelor Thesis of Meret Unbehaun, Topic: Active Learning strategies for Machine Learned potentials

ai_science_engineering icon ai_science_engineering

This repository is the official project page of the course AI in the Sciences and Engineering, ETH Zurich.

aimnet icon aimnet

Atoms In Molecules Neural Network Potential

alf icon alf

A framework for performing active learning for training machine-learned interatomic potentials.

algorithm_interview_notes-chinese icon algorithm_interview_notes-chinese

2018/2019/校招/春招/秋招/算法/机器学习(Machine Learning)/深度学习(Deep Learning)/自然语言处理(NLP)/C/C++/Python/面试笔记

algorithms icon algorithms

面试刷题:LeetCode, 剑指offer等-用Python语言实现

alignn icon alignn

Atomistic Line Graph Neural Network

aml icon aml

Active learning; Query by committee; Ensemble averaging; Committee machines; Neural Network Potentials

ann icon ann

neural network potentials for atomistic simulations

asap icon asap

ASAP is a package that can quickly analyze and visualize datasets of crystal or molecular structures.

asemtp icon asemtp

ASE calculator interface for moment tensor potential

atomify icon atomify

Atomify - a realtime LAMMPS visualizer

blox icon blox

BoundLess Objective-free eXploration (BLOX) for discovery of out-of-trend materials

c icon c

Collection of various algorithms in mathematics, machine learning, computer science, physics, etc implemented in C for educational purposes.

c-plus-plus icon c-plus-plus

Collection of various algorithms in mathematics, machine learning, computer science and physics implemented in C++ for educational purposes.

casestudies icon casestudies

Understanding Molecular Simulations: From Algorithms to Applications

chgnet icon chgnet

Pretrained universal neural network potential for charge-informed atomistic modeling

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