Physics-Informed Machine Learning with Differentiable Programming for Heterogeneous Underground Reservoir Pressure Management

Pachalieva, Aleksandra

Physics-Informed Machine Learning with Differentiable Programming for Heterogeneous Underground Reservoir Pressure Management

Aleksandra Pachalieva¹, Daniel O'Malley², Dylan R Harp³ and Hari Selvi Viswanathan², (1)Los Alamos National Laboratory, Computational Earth Science, Los Alamos, NM, United States, (2)Los Alamos National Laboratory, Los Alamos, NM, United States, (3)Los Alamos National Laboratory, Earth and Environmental Sciences Division, Los Alamos, NM, United States