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Statistical finite elements for misspecified models
We present a statistical finite element method for nonlinear, time-dependent phenomena, illustrated in the context of nonlinear internal waves (solitons). We take a Bayesian approach and leverage the finite element method to cast the statistical problem as a nonlinear Gaussian state–space model, upd...
Autores principales: | Duffin, Connor, Cripps, Edward, Stemler, Thomas, Girolami, Mark |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
National Academy of Sciences
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7812808/ https://www.ncbi.nlm.nih.gov/pubmed/33372139 http://dx.doi.org/10.1073/pnas.2015006118 |
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