Foundation models for Full-Waveform Inference w/ Uncertainty Quatification

TitleFoundation models for Full-Waveform Inference w/ Uncertainty Quatification
Publication TypeConference
Year of Publication2026
AuthorsHuseyin Tuna Erdinc, Bhar, I, Zeng, S, Rafael Orozco, Ziyi Yin, Felix J. Herrmann
Conference Name1st AIHPG - Artificial Intelligence & High-Performance Geophysics Workshop, Natal, Brazil
Month5
KeywordsBayesian inference, deep learning, generative model, Imaging, Inverse problems, North-sea data, power-scaling, RTM, score, SLIM, Summary Statistics, Uncertainty quantification, WISE
URLhttps://slim.gatech.edu/Publications/Public/Conferences/AIHPG/2026/herrmann2026AIHPGfmf
Citation Keyherrmann2026AIHPGfmf