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Statistical analysis of differential equations: introducing probability measures on numerical solutions

In this paper, we present a formal quantification of uncertainty induced by numerical solutions of ordinary and partial differential equation models. Numerical solutions of differential equations contain inherent uncertainties due to the finite-dimensional approximation of an unknown and implicitly...

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Detalles Bibliográficos
Autores principales: Conrad, Patrick R., Girolami, Mark, Särkkä, Simo, Stuart, Andrew, Zygalakis, Konstantinos
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer US 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7089645/
https://www.ncbi.nlm.nih.gov/pubmed/32226237
http://dx.doi.org/10.1007/s11222-016-9671-0

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