Attention U-Net as a surrogate model for groundwater prediction. - Maria Luisa Taccari; Jonathan Nuttall; Xiaohui Chen; He Wang 002; Bennie Minnema; Peter K. Jimack (CoRR, 2022)

Developing a cost-effective emulator for groundwater flow modeling using deep neural operators. - Maria Luisa Taccari; He Wang 002; Somdatta Goswami; Jonathan Nuttall; Xiaohui Chen; Peter K. Jimack (CoRR, 2023)

Understanding the Efficacy of U-Net & Vision Transformer for Groundwater Numerical Modelling. - Maria Luisa Taccari; Oded Ovadia; He Wang 002; Adar Kahana; Xiaohui Chen; Peter K. Jimack (CoRR, 2023)

Loss-attentional physics-informed neural networks. - Yanjie Song 003; He Wang; He Yang; Maria Luisa Taccari; Xiaohui Chen (J. Comput. Phys., 2024)