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Bayesian adaptation of chaos representations using variational inference and sampling on geodesics
A novel approach is presented for constructing polynomial chaos representations of scalar quantities of interest (QoI) that extends previously developed methods for adaptation in Homogeneous Chaos spaces. In this work, we develop a Bayesian formulation of the problem that characterizes the posterior...
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| Publicat a: | Proc Math Phys Eng Sci |
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| Autors principals: | , |
| Format: | Artigo |
| Idioma: | Inglês |
| Publicat: |
The Royal Society Publishing
2018
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| Matèries: | |
| Accés en línia: | https://ncbi.nlm.nih.gov/pmc/articles/PMC6189593/ https://ncbi.nlm.nih.gov/pubmed/30333707 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1098/rspa.2018.0285 |
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