papers
Publications (7)
cond-mat.mtrl-sci2019
Graph Networks as a Universal Machine Learning Framework for Molecules and Crystals
Chi Chen, Weike Ye, Yunxing Zuo +2
cond-mat.mtrl-sci2017
Deep Neural Networks for Accurate Predictions of Garnet Stability
Weike Ye, Chi Chen, Zhenbin Wang +2
cond-mat.mtrl-sci2019
Grain Boundary Properties of Elemental Metals
Hui Zheng, Xiang-Guo Li, Richard Tran +5
physics.comp-ph2017
Accurate Force Field for Molybdenum by Machine Learning Large Materials Data
Chi Chen, Zhi Deng, Richard Tran +3
cond-mat.mtrl-sci2017
Automated Generation and Ensemble-Learned Matching of X-ray Absorption Spectra
Chen Zheng, Kiran Mathew, Chi Chen +9
cond-mat.mtrl-sci2019
An Electrostatic Spectral Neighbor Analysis Potential (eSNAP) for Lithium Nitride
Zhi Deng, Chi Chen, Xiang-Guo Li +1
cond-mat.mtrl-sci2018
Quantum-Accurate Spectral Neighbor Analysis Potential Models for Ni-Mo Binary Alloys and FCC Metals
Xiang-Guo Li, Chongze Hu, Chi Chen +3