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Jingzi Zhang's Projects

af- icon af-

一个自定义填充化学式特征的即时软件

bayesianframework icon bayesianframework

A framework for Bayesian model selection (BMS) and Bayesian model Averaging (BMA).

dscribe icon dscribe

DScribe is a python package for creating machine learning descriptors for atomistic systems.

elemnet icon elemnet

Deep Learning the Chemistry of Materials From Only Elemental Composition for Enhancing Materials Property Prediction

maml icon maml

Python for Materials Machine Learning, Materials Descriptors, Machine Learning Force Fields, Deep Learning, etc.

neural-network-design-of-hea icon neural-network-design-of-hea

This is the repository of the code and data needed for reproducing the results of the paper "Neural Network-Assisted Development of High-Entropy Alloy Catalysts: Decoupling Ligand and Coordination Effects", currently submitted to Matter.

zif-orr-machine-learning icon zif-orr-machine-learning

This repository is related to the research work <Machine Learning Guided Discovery of Underlying Decisive Factor and New Mechanism for the Design of Nonprecious Metal Electrocatalyst> by Rui Ding et. al. If use, please cite: 10.1021/acscatal.1c01473

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