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)

Towards scientific machine learning for granular material simulations - challenges and opportunities. - Marc Fransen; Andreas Fürst; Deepak Tunuguntla; Daniel N. Wilke; Benedikt Alkin; Daniel Barreto; Johannes Brandstetter; Miguel Angel Cabrera; Xinyan Fan; Mengwu Guo; Bram Kieskamp; Krishna Kumar; et al. (CoRR, 2025)