On the role of global conservation property for finite difference schemes. - Jiaxian Qin; Yaming Chen; Xiaogang Deng (J. Comput. Phys., 2021)

Research on Soft Sensor Modeling of Support Vector Machine for Wastewater Treatment. - Mingzhu Li; Hongchao Cheng; Xiaojuan Wang; Jiaxian Qin (CACRE, 2023)

Unsupervised Learning Method for the Wave Equation Based on Finite Difference Residual Constraints Loss. - Xin Feng; Yi Jiang; Jiaxian Qin; Laiping Zhang; Xiaogang Deng (CoRR, 2024)

WCNS3-MR-NN: A machine learning-based shock-capturing scheme with accuracy-preserving and high-resolution properties. - Songzheng Fan; Jiaxian Qin; Yidao Dong; Yi Jiang; Xiaogang Deng (J. Comput. Phys., 2025)