A high-order finite volume method on unstructured grids using RBF reconstruction. - Yilang Liu 001; Weiwei Zhang 010; Yuewen Jiang; Zhengyin Ye (Comput. Math. Appl., 2016)

UCNN: A Convolutional Strategy on Unstructured Mesh. - Mengfei Xu; Shufang Song; Xuxiang Sun 002; Weiwei Zhang 010 (CoRR, 2021)

A novel convergence enhancement method based on Online Dimension Reduction Optimization. - Wenbo Cao; Yilang Liu 001; Xianglin Shan; Chuanqiang Gao; Weiwei Zhang 010 (CoRR, 2022)

Mesh-Conv: Convolution operator with mesh resolution independence for flow field modeling. - Jia-Wei Hu; Weiwei Zhang 010 (J. Comput. Phys., 2022)

TSONN: Time-stepping-oriented neural network for solving partial differential equations. - Wenbo Cao; Weiwei Zhang 010 (CoRR, 2023)

VW-PINNs: A volume weighting method for PDE residuals in physics-informed neural networks. - Jiahao Song; Wenbo Cao; Fei Liao; Weiwei Zhang 010 (CoRR, 2024)

Solving high-dimensional parametric engineering problems for inviscid flow around airfoils based on physics-informed neural networks. - Wenbo Cao; Jiahao Song; Weiwei Zhang 010 (J. Comput. Phys., 2024)

A generalized framework for integrating machine learning into computational fluid dynamics. - Xuxiang Sun 002; Wenbo Cao; Xianglin Shan; Yilang Liu 001; Weiwei Zhang 010 (J. Comput. Sci., 2024)

Development and deployment of data-driven turbulence model for three-dimensional complex configurations. - Xuxiang Sun 002; Yilang Liu 001; Weiwei Zhang 010; Yongzhong Wang; Jingyuan Zou; Zhengrong Han; Yun Su (Mach. Learn. Sci. Technol., 2024)

CycleMLP++: An efficient and flexible modeling framework for subsonic airfoils. - Kuijun Zuo; Zhengyin Ye; Linyang Zhu; Xianxu Yuan; Weiwei Zhang 010 (Expert Syst. Appl., 2025)

An analysis and solution of ill-conditioning in physics-informed neural networks. - Wenbo Cao; Weiwei Zhang 010 (J. Comput. Phys., 2025)