LEARNING TO REGULARIZE WITH A VARIATIONAL AUTOENCODER FOR HYDROGEOLOGIC INVERSE ANALYSIS
WU, Hao1, O'MALLEY, Daniel1, GOLDEN, John2 and VESSELINOV, Velimir3, (1)Earth and Environmental Science Devision, Los Alamos National Laboratory, Los Alamos, NM 87544, (2)Computer, computational, statistical sciences devision, Los Alamos National Laboratory, Los Alamos, NM 87544, (3)Computational Earth Science, Los Alamos National Laboratory, Los Alamos, NM 87545