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Data-driven computational methods: parameter and operator estimations

Modern scientific computational methods are undergoing a transformative change; big data and statistical learning methods now have the potential to outperform the classical first-principles modeling paradigm. This book bridges this transition, connecting the theory of probability, stochastic process...

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Detalles Bibliográficos
Autor principal: Harlim, John
Lenguaje:eng
Publicado: Cambridge University Press 2018
Materias:
Acceso en línea:https://dx.doi.org/10.1017/9781108562461
http://cds.cern.ch/record/2631440