Efficient and scalable posterior surrogate for seismic inversion via wavelet score-based generative models

TitleEfficient and scalable posterior surrogate for seismic inversion via wavelet score-based generative models
Publication TypeConference
Year of Publication2025
AuthorsCirakman, E, Huseyin Tuna Erdinc, Felix J. Herrmann
Conference NameInternational Meeting for Applied Geoscience and Energy
Month8
KeywordsBayesian inference, deep learning, generative model, IMAGE, Imaging, Inverse problems, power-scaling, RTM, score, SEG, Summary Statistics, Uncertainty quantification, WISE
URL2
Citation Keycirakman2025IMAGEesp