Embedding Hard Physical Constraints in Convolutional Neural Networks for Improved Electric Current Prediction in Porous Media

Bernard Chang, The University of Texas at Austin, Hildebrand Department of Petroleum and Geosystems Engineering, Austin, MD, United States, Javier E. Santos, Los Alamos National Laboratory, Los Alamos, United States, Rodolfo Victor, PETROBRAS, Rio De Janeiro, Brazil, Hari Selvi Viswanathan, Los Alamos National Laboratory, Los Alamos, NM, United States and Masa Prodanovic, The University of Texas at Austin, Hildebrand Department of Petroleum and Geosystems Engineering, Austin, TX, United States