Weike Ye

Graph Networks as a Universal Machine Learning Framework for Molecules and Crystals

Chi Chen, Weike Ye, Yunxing Zuo et al. · Chemistry of Materials · 2019 · 1.3K citations · Full text

Geometric Learning, Graph Representation Learning, Machine Learning +20

Accelerating materials discovery with Bayesian optimization and graph deep learning

Yunxing Zuo, Mingde Qin, Chi Chen et al. · Materials Today · 2021 · 125 citations

Materials Science, Artificial Intelligence, Graph Neural Network +8

Elucidating Structure–Composition–Property Relationships of the β-SiAlON:Eu²⁺ Phosphor

Zhenbin Wang, Weike Ye, Iek‐Heng Chu et al. · Chemistry of Materials · 2016 · 66 citations

Optical Materials, Structure–composition–property Relationships, Engineering +16

Versatile Microfluidic Droplets Array for Bioanalysis

Shanwen Hu, Bi-Yi Xu, Weike Ye et al. · ACS Applied Materials & Interfaces · 2014 · 37 citations

Regional Plasma Treatment, Nanomedicine, Engineering +13

De novo design of polymer electrolytes using GPT-based and diffusion-based generative models

Zhenze Yang, Weike Ye, X. L. Lei et al. · npj Computational Materials · 2024 · 35 citations · Full text