10 citations · 11 across the 2 of their papers we have counts for
2 papers
cond-mat.mtrl-sci2021★ 1 cited
Leveraging Large-scale Computational Database and Deep Learning for Accurate Prediction of Material Properties
Pin Chen, Jianwen Chen, Hui Yan +6
Accurately predicting the physical and chemical properties of materials remains one of the most challenging tasks in material design, and one effective strategy is to construct a r…
cs.LG2021★ 10 cited
Learning Attributed Graph Representations with Communicative Message Passing Transformer
Jianwen Chen, Shuangjia Zheng, Ying Song +2
Constructing appropriate representations of molecules lies at the core of numerous tasks such as material science, chemistry and drug designs. Recent researches abstract molecules…