RBF-MGN: Solving spatiotemporal PDEs with Physics-informed Graph Neural Network. - Zixue Xiang; Wei Peng 010; Wen Yao (CoRR, 2022)

Self-adaptive loss balanced Physics-informed neural networks. - Zixue Xiang; Wei Peng 010; Xu Liu 021; Wen Yao (Neurocomputing, 2022)

In-Context Learning for Temperature Field Reconstruction Under Multiple Layouts. - Wenzhe Zhang; Zixue Xiang; Ming Sun; Wen Yao (ICONIP (1), 2024)

Solving spatiotemporal partial differential equations with Physics-informed Graph Neural Network. - Zixue Xiang; Wei Peng 010; Wen Yao; Xu Liu 021; Xiaoya Zhang (Appl. Soft Comput., 2024)

A physics-driven sensor placement optimization methodology for temperature field reconstruction. - Xu Liu; Wen Yao; Wei Peng; Zhuojia Fu; Zixue Xiang; Xiaoqian Chen (CoRR, 2024)

Physics-informed Neural Implicit Flow neural network for parametric PDEs. - Zixue Xiang; Wei Peng; Wen Yao; Xu Liu; Xiaoya Zhang (Neural Networks, 2025)