Pengcheng Xu

Small data machine learning in materials science

Pengcheng Xu, Xiaobo Ji, Minjie Li et al. · npj Computational Materials · 2023 · 588 citations · Full text

Materials Science, Artificial Intelligence, Data Classification +12

Machine learning for perovskite materials design and discovery

Qiuling Tao, Pengcheng Xu, Minjie Li et al. · npj Computational Materials · 2021 · 452 citations · Full text

Material machine learning for alloys: Applications, challenges and perspectives

Xiujuan Liu, Pengcheng Xu, Juanjuan Zhao et al. · Journal of Alloys and Compounds · 2022 · 129 citations

Materials Science, Engineering, Machine Learning +5

Modeling network vulnerability of urban rail transit under cascading failures: A Coupled Map Lattices approach

Qing-Chang Lu, Lei Zhang, Pengcheng Xu et al. · Reliability Engineering & System Safety · 2022 · 115 citations

Railway Traffic, Network Vulnerability, Transport Network Analysis +10

New Opportunity: Machine Learning for Polymer Materials Design and Discovery

Pengcheng Xu, Huimin Chen, Minjie Li et al. · Advanced Theory and Simulations · 2022 · 113 citations

Engineering, Machine Learning, Mechanical Engineering +18