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physics.comp-ph2022★ 25 cited
Quantum Computing and Preconditioners for Hydrological Linear Systems
John Golden, Daniel O'Malley, Hari Viswanathan
Modeling hydrological fracture networks is a hallmark challenge in computational earth sciences. Accurately predicting critical features of fracture systems, e.g. percolation, can…
physics.comp-ph2019★ 6 cited
Learning to regularize with a variational autoencoder for hydrologic inverse analysis
Daniel O'Malley, John K. Golden, Velimir V. Vesselinov
Inverse problems often involve matching observational data using a physical model that takes a large number of parameters as input. These problems tend to be under-constrained and…