Zixue Xiang

Self-adaptive loss balanced Physics-informed neural networks

Zixue Xiang, Wei Peng, Xü Liu et al. · Neurocomputing · 2022 · 370 citations

Evolving Neural Network, Physics, Physic Aware Machine Learning +3

Self-adaptive loss balanced Physics-informed neural networks for the incompressible Navier-Stokes equations

Zixue Xiang, Wei Peng, Xiaohu Zheng et al. · arXiv (Cornell University) · 2021 · 26 citations · Full text

Numerical Analysis, Engineering, Machine Learning +19

Solving spatiotemporal partial differential equations with Physics-informed Graph Neural Network

Zixue Xiang, Wei Peng, Wen Yao et al. · Applied Soft Computing · 2024 · 23 citations

Numerical Analysis, Engineering, Pde-constrained Optimization +7

Hybrid Finite Difference with the Physics-informed Neural Network for solving PDE in complex geometries

Zixue Xiang, Wei Peng, Weien Zhou et al. · arXiv (Cornell University) · 2022 · 12 citations · Full text