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Handbook of uncertainty quantification

The topic of Uncertainty Quantification (UQ) has witnessed massive developments in response to the promise of achieving risk mitigation through scientific prediction. It has led to the integration of ideas from mathematics, statistics and engineering being used to lend credence to predictive assessm...

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Detalles Bibliográficos
Autores principales: Ghanem, Roger, Higdon, David, Owhadi, Houman
Lenguaje:eng
Publicado: Springer 2019
Materias:
Acceso en línea:https://dx.doi.org/10.1007/978-3-319-11259-6
http://cds.cern.ch/record/2681692
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author Ghanem, Roger
Higdon, David
Owhadi, Houman
author_facet Ghanem, Roger
Higdon, David
Owhadi, Houman
author_sort Ghanem, Roger
collection CERN
description The topic of Uncertainty Quantification (UQ) has witnessed massive developments in response to the promise of achieving risk mitigation through scientific prediction. It has led to the integration of ideas from mathematics, statistics and engineering being used to lend credence to predictive assessments of risk but also to design actions (by engineers, scientists and investors) that are consistent with risk aversion. The objective of this Handbook is to facilitate the dissemination of the forefront of UQ ideas to their audiences. We recognize that these audiences are varied, with interests ranging from theory to application, and from research to development and even execution.
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spelling cern-26816922021-04-21T18:22:53Zdoi:10.1007/978-3-319-11259-6http://cds.cern.ch/record/2681692engGhanem, RogerHigdon, DavidOwhadi, HoumanHandbook of uncertainty quantificationMathematical Physics and MathematicsThe topic of Uncertainty Quantification (UQ) has witnessed massive developments in response to the promise of achieving risk mitigation through scientific prediction. It has led to the integration of ideas from mathematics, statistics and engineering being used to lend credence to predictive assessments of risk but also to design actions (by engineers, scientists and investors) that are consistent with risk aversion. The objective of this Handbook is to facilitate the dissemination of the forefront of UQ ideas to their audiences. We recognize that these audiences are varied, with interests ranging from theory to application, and from research to development and even execution.Springeroai:cds.cern.ch:26816922019
spellingShingle Mathematical Physics and Mathematics
Ghanem, Roger
Higdon, David
Owhadi, Houman
Handbook of uncertainty quantification
title Handbook of uncertainty quantification
title_full Handbook of uncertainty quantification
title_fullStr Handbook of uncertainty quantification
title_full_unstemmed Handbook of uncertainty quantification
title_short Handbook of uncertainty quantification
title_sort handbook of uncertainty quantification
topic Mathematical Physics and Mathematics
url https://dx.doi.org/10.1007/978-3-319-11259-6
http://cds.cern.ch/record/2681692
work_keys_str_mv AT ghanemroger handbookofuncertaintyquantification
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