2 papers
physics.geo-ph2023
Multimodal machine learning for 3-dimensional characterization of hidden groundwater and geothermal resources
Michael J. Friedel, Nicole Lautze, Erin Wallin +4
We present a multimodal machine learning (MML) workflow to assimilate and simultaneously predict the 3d distribution of numeric and categorical features along a groundwater-geother…
physics.geo-ph2023
Multiphysics-decision tree learning for improved variably saturated subsurface parameter estimation and reduced-order simulation
Michael J Friedel, Massimo Buscema
A novel multiphysics-decision tree learning algorithm is presented for (1) estimating transport properties in the variably saturated subsurface governed by explicitly coupled equat…