Stability of Gibbs Posteriors from the Wasserstein Loss for Bayesian Full Waveform Inversion
Matthew M. Dunlop, Yunan Yang
Abstract
Related DatabasesWeb of Science You must be logged in with an active subscription to view this.Article DataHistorySubmitted: 11 May 2020Accepted: 27 July 2021Published online: 25 October 2021Keywordsseismic inversion, Bayesian inference, Wasserstein metric, Gibbs posterior, prior distributionAMS Subject HeadingsPrimary, 62C10; Secondary, 86A22, 65J22, 49K40Publication DataISSN (online): 2166-2525Publisher: Society for Industrial and Applied MathematicsCODEN: sjuqa3
Topics & Concepts
Gibbs samplingBayesian probabilityBayesian inferenceInferenceInversion (geology)Computer sciencePrior probabilityEconometricsEnvironmental scienceMathematicsStatisticsArtificial intelligenceGeologyPaleontologyStructural basinSeismic Imaging and Inversion TechniquesHydraulic Fracturing and Reservoir AnalysisGroundwater flow and contamination studies