Neural wave-based imaging with amortized uncertainty quantification

TitleNeural wave-based imaging with amortized uncertainty quantification
Publication TypeConference
Year of Publication2024
AuthorsRafael Orozco, Ziyi Yin, Ali Siahkoohi, Mathias Louboutin, Felix J. Herrmann
Conference NameInverse Problems: Modelling and Simulation
Month5
KeywordsAmortized Variational Inference, Bayesian inference, CIG, conditional normalizing flows, deep learning, FWI, Imaging, Inverse problems, IPMS, MVA, RTM, Summary Statistics, Uncertainty quantification, WISE
URLhttps://slim.gatech.edu/Publications/Public/Conferences/IPMS/2024/orozco2024IPMSnwi
Citation Keyorozco2024IPMSnwi