Learning from Sparse Datasets: Predicting Concrete's Strength by Machine Learning. - Boya Ouyang; Yuhai Li; Yu Song; Feishu Wu; Huizi Yu; Yongzhe Wang; Mathieu Bauchy; Gaurav Sant (CoRR, 2020)

EBOD: An ensemble-based outlier detection algorithm for noisy datasets. - Boya Ouyang; Yu Song; Yuhai Li; Gaurav Sant; Mathieu Bauchy (Knowl. Based Syst., 2021)

Predicting and Interpreting Energy Barriers of Metallic Glasses with Graph Neural Networks. - Haoyu Li; Shichang Zhang; Longwen Tang; Mathieu Bauchy; Yizhou Sun (ICML, 2024)

Inverse designing metamaterials with programmable nonlinear functional responses in graph space. - Marco Maurizi; Derek Xu; Yu-Tong Wang; Desheng Yao; David Hahn; Mourad Oudich; Anish Satpati; Mathieu Bauchy; Wei Wang 010; Yizhou Sun; Yun Jing; Xiaoyu Rayne Zheng (CoRR, 2024)