When Machine Learning Meets Multiscale Modeling in Chemical Reactions. - Wuyue Yang; Liangrong Peng; Yi Zhu; Liu Hong (CoRR, 2020)

Identification of hydrodynamic instability by convolutional neural networks. - Wuyue Yang; Liangrong Peng; Yi Zhu; Liu Hong (CoRR, 2020)

Revealing hidden dynamics from time-series data by ODENet. - Pipi Hu; Wuyue Yang; Yi Zhu 010; Liu Hong (J. Comput. Phys., 2022)

MEP-Net: Generating Solutions to Scientific Problems with Limited Knowledge by Maximum Entropy Principle. - Wuyue Yang; Liangrong Peng; Guojie Li; Liu Hong (CoRR, 2024)