Multilevel Markov Chain Monte Carlo with Likelihood Scaling for Bayesian Inversion with High-resolution Observations
sponsorship: The work of the first author was supported by an SB Ph.D. fellowship of the Research Foundation Flanders (FWO) through grant 1SD1823N. Additional funding was provided by the KU Leuven Research Fund under grant C14/23/098. (SB Ph.D. fellowship of the Research Foundation Flanders (FWO)|1SD1823N, KU Leuven Research Fund|C14/23/098)
Authors
- Giovanni Samaey (ORCID: https://orcid.org/0000-0001-8433-4523)
- Geert Lombaert (ORCID: https://orcid.org/0000-0002-9273-3038)
- Pieter Vanmechelen (ORCID: https://orcid.org/0000-0002-3733-2880)
Institutions
- Statistics Belgium (BE)
- KU Leuven (BE)
Publication Details
- Journal
- SIAM/ASA Journal on Uncertainty Quantification
- Published
- 2025-04-08
- DOI
- https://doi.org/10.1137/24m1634333
- Primary Topic
- Markov Chains and Monte Carlo Methods
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- Fonds Wetenschappelijk Onderzoek