329 citations · 411 across the 6 of their papers we have counts for
Showing 2022Show all
2 papers · 1 filter
physics.comp-ph2022★ 6 cited
Identification of Physical Processes and Unknown Parameters of 3D Groundwater Contaminant Problems via Theory-guided U-net
Tianhao He, Haibin Chang, Dongxiao Zhang
Identification of unknown physical processes and parameters of groundwater contaminant sources is a challenging task due to their ill-posed and non-unique nature. Numerous works ha…
cs.LG2022★ 7 cited
Deep learning based closed-loop optimization of geothermal reservoir production
Nanzhe Wang, Haibin Chang, Xiangzhao Kong +2
To maximize the economic benefits of geothermal energy production, it is essential to optimize geothermal reservoir management strategies, in which geologic uncertainty should be c…