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)

Recent Advances in Conservation-Dissipation Formalism for Irreversible Processes. - Liangrong Peng; Liu Hong (Entropy, 2021)

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