Velocity Model Building with Jacobian-Informed Neural Operators

TitleVelocity Model Building with Jacobian-Informed Neural Operators
Publication TypeConference
Year of Publication2025
AuthorsPark, J, Huseyin Tuna Erdinc, Felix J. Herrmann
Conference NameML4SEISMIC Partners Meeting
Month11
Keywordsdeep learning, derivatve-informed, FNO, GCS, Inverse problems, ML4SEISMIC, permeability, reduced-order modeling, SLIM, Uncertainty quantification
URLhttps://slim.gatech.edu/Publications/Public/Conferences/ML4SEISMIC/2025/park2025ML4SEISMICvmb
Citation Keypark2025ML4SEISMICvmb