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The importance of uncertainty quantification in model reproducibility

Many computer models possess high-dimensional input spaces and substantial computational time to produce a single model evaluation. Although such models are often ‘deterministic’, these models suffer from a wide range of uncertainties. We argue that uncertainty quantification is crucial for computer...

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Detalles Bibliográficos
Autores principales: Volodina, Victoria, Challenor, Peter
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The Royal Society Publishing 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8059558/
https://www.ncbi.nlm.nih.gov/pubmed/33775141
http://dx.doi.org/10.1098/rsta.2020.0071