MolBench: A Benchmark of AI Models for Molecular Property Prediction. - Xiuyu Jiang; Liqin Tan; Jianhuan Cen; Qingsong Zou (Bench, 2023)

Deep Finite Volume Method for High-Dimensional Partial Differential Equations. - Jianhuan Cen; Xingyu Chen; Minqiang Xu; Qingsong Zou (CoRR, 2023)

Equivariant Diffusion for Crystal Structure Prediction. - Peijia Lin; Pin Chen; Rui Jiao; Qing Mo; Jianhuan Cen; Wenbing Huang 001; Yang Liu 005; Dan Huang 001; Yutong Lu (ICML, 2024)

PDENNEval: A Comprehensive Evaluation of Neural Network Methods for Solving PDEs. - Ping Wei; Menghan Liu; Jianhuan Cen; Ziyang Zhou; Liao Chen; Qingsong Zou (IJCAI, 2024)

Adaptive trajectories sampling for solving PDEs with deep learning methods. - Xingyu Chen; Jianhuan Cen; Qingsong Zou (Appl. Math. Comput., 2024)

Deep finite volume method for partial differential equations. - Jianhuan Cen; Qingsong Zou (J. Comput. Phys., 2024)