A reduced-order derivative-informed neural operator for subsurface fluid-flow

TitleA reduced-order derivative-informed neural operator for subsurface fluid-flow
Publication TypeUnpublished
Year of Publication2025
AuthorsPark, J, Grant Bruer, Huseyin Tuna Erdinc, Abhinav Prakash Gahlot, Felix J. Herrmann
Month3
Keywordsdeep learning, derivatve-informed, Fisher-information, FNO, GCS, Inverse problems, permeability, reduced-order modeling, reservoir simulation, Uncertainty quantification
URL2
Citation Keypark2025IMAGErdn