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

TitleA reduced-order derivative-informed neural operator for subsurface fluid-flow
Publication TypeConference
Year of Publication2025
AuthorsPark, J, Grant Bruer, Huseyin Tuna Erdinc, Abhinav Prakash Gahlot, Felix J. Herrmann
Conference NameInternational Meeting for Applied Geoscience and Energy
Month8
Keywordsdeep learning, derivatve-informed, Fisher-information, FNO, GCS, IMAGE, Inverse problems, permeability, reduced-order modeling, reservoir simulation, SEG, Uncertainty quantification
URL2
Citation Keypark2025IMAGErdn