Bayesian inverse problems with Monte Carlo forward models

DOI10.3934/IPI.2013.7.81zbMath1267.60081OpenAlexW2078449547MaRDI QIDQ1953864

Ian Langmore, Guillaume Bal, Youssef M. Marzouk

Publication date: 12 June 2013

Published in: Inverse Problems and Imaging (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.3934/ipi.2013.7.81

zbMATH Keywords

importance samplinginverse problemsMarkov chain Monte CarloBayesianlinear transportperturbation Monte Carlo

Mathematics Subject Classification ID

Computational methods in Markov chains (60J22) Numerical analysis or methods applied to Markov chains (65C40) Inverse problems for integral equations (45Q05) Applied statistics (educational aspects) (97K80)

Related Items (2)

Randomized approaches to accelerate MCMC algorithms for Bayesian inverse problems ⋮ Statistical Treatment of Inverse Problems Constrained by Differential Equations-Based Models with Stochastic Terms

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