Hierarchical Bayesian level set inversion

From MaRDI portal
Publication:1703838

DOI10.1007/s11222-016-9704-8zbMath1384.62084arXiv1601.03605OpenAlexW2236957706WikidataQ59766735 ScholiaQ59766735MaRDI QIDQ1703838

Marco A. Iglesias, Matthew M. Dunlop, Andrew M. Stuart

Publication date: 7 March 2018

Published in: Statistics and Computing (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1601.03605




Related Items (37)

Physics-informed machine learning with conditional Karhunen-Loève expansionsA Hybrid Gibbs Sampler for Edge-Preserving Tomographic Reconstruction with Uncertain View AnglesUncertainty Quantification in Graph-Based Classification of High Dimensional DataParameterizations for ensemble Kalman inversionBayesian inversion in resin transfer moldingIterated Kalman methodology for inverse problemsA CVAE-within-Gibbs sampler for Bayesian linear inverse problems with hyperparametersHyperparameter estimation in Bayesian MAP estimation: parameterizations and consistencyCauchy difference priors for edge-preserving Bayesian inversionUncertainty Quantification of Inclusion Boundaries in the Context of X-Ray TomographyBayesian Inverse Problems Are Usually Well-PosedDimension‐independent Markov chain Monte Carlo on the sphereA Bayesian approach for consistent reconstruction of inclusionsHorseshoe Priors for Edge-Preserving Linear Bayesian InversionOn properties and applications of Gaussian subordinated Lévy fieldsReconciling Bayesian and Perimeter Regularization for Binary InversionKernel Methods for Bayesian Elliptic Inverse Problems on ManifoldsLow-Frequency Electromagnetic Imaging Using Sensitivity Functions and BeamformingA Bayesian-based approach to improving acoustic Born waveform inversion of seismic data for viscoelastic mediaAdaptive regularisation for ensemble Kalman inversionOptimization-Based Markov Chain Monte Carlo Methods for Nonlinear Hierarchical Statistical Inverse ProblemsA Bayesian level set method for an inverse medium scattering problem in acousticsWhere Bayes tweaks Gauss: conditionally Gaussian priors for stable multi-dipole estimationFast sampling of parameterised Gaussian random fieldsStability of Gibbs Posteriors from the Wasserstein Loss for Bayesian Full Waveform InversionLatent Gaussian random field mixture modelsA Bayesian Numerical Homogenization Method for Elliptic Multiscale Inverse ProblemsOn the Well-posedness of Bayesian Inverse ProblemsA Bayesian level set method for the shape reconstruction of inverse scattering problems in elasticityThe Random Feature Model for Input-Output Maps between Banach SpacesBayesian approach to inverse scattering with topological priorsA Statistical Framework for Generating Microstructures of Two-Phase Random Materials: Application to Fatigue AnalysisStatistical and deterministic inverse methods in the geosciences: introduction, review, and application to the nonlinear diffusion equationBayesian Spatial Inversion and Conjugate Selection Gaussian Prior ModelsOn the local Lipschitz stability of Bayesian inverse problemsThe SPDE approach to Matérn fields: graph representationsVariational Bayes' Method for Functions with Applications to Some Inverse Problems


Uses Software


Cites Work


This page was built for publication: Hierarchical Bayesian level set inversion