Reduced-Order Models for the Prediction of Greenhouse Gas Leakage from Depleted Hydrocarbon Reservoirs Using Machine Learning Methods

Lei Liu1, Bailian Chen2, Mohamed Mehana3, Masa Prodanovic4, Michael Pyrcz1 and Rajesh Pawar2, (1)University of Texas at Austin, Austin, TX, United States, (2)Los Alamos National Laboratory, Earth and Environmental Sciences Division, Los Alamos, NM, United States, (3)Los Alamos National Laboratory, Computational Earth Science, Los Alamos, OK, United States, (4)The University of Texas at Austin, Hildebrand Department of Petroleum and Geosystems Engineering, Austin, TX, United States