Towards foundation models for subsurface priors and posteriors

TitleTowards foundation models for subsurface priors and posteriors
Publication TypeConference
Year of Publication2025
AuthorsHuseyin Tuna Erdinc, Souza, T, Zeng, S, Rafael Orozco, Felix J. Herrmann
Conference NameWorkshop on Scientific Machine Learning 2025, Austin, TX
Month9
KeywordsBayesian inference, deep learning, foundation models, full waveform inference, generative model, Imaging, Inverse problems, RTM, SciML, score, Summary Statistics, Uncertainty quantification
URLhttps://slim.gatech.edu/Publications/Public/Conferences/SciML/2025/herrmann2025SciMLtfm
Citation Keyherrmann2025SciMLtfm