Uncertainty Quantification: Theory, Implementation, and Applications

Name: Uncertainty Quantification: Theory, Implementation, and Applications
Brand: Society for Industrial & Applied Mathematics,U.S.
SKU: 9781611973211
Price: 459.11 RON
Availability: PreOrder

Autor: Ralph Smith

Limbă:

Legare: Copertă tare

Editura: Society for Industrial & Applied Mathematics,U.S.

Disponibilitate: Retipărire preconizată

Ediția 12. 06. 2026

459.11 lei

The need to quantify and characterise uncertainties arising in mathematical models with unknown para...

Informații despre carte

Autor

Ralph Smith

Limbă

engleză

Legare

Carte - Copertă tare

Publicat

2013

Pagini

400

EAN

9781611973211

ISBN

161197321X

Enbook ID

02478003

Editura

Society for Industrial & Applied Mathematics,U.S.

Greutate

Dimensiuni

325 x 186 x 23

Descriere completă

The need to quantify and characterise uncertainties arising in mathematical models with unknown parameters leads to the rapidly evolving field of uncertainty quantification. This book provides readers with the concepts, theory, and algorithms necessary to quantify input and response uncertainties for simulation models. It covers concepts from probability and statistics such as parameter selection techniques, frequentist and Bayesian model calibration, propagation of uncertainties, quantification of model discrepancy, and sensitivity analysis. The book goes on to explore applications and open problems from a wide array of disciplines, particularly those such as climate science, hydrology, and nuclear power where uncertainty quantification is crucial for both scientific understanding and public policy. An accompanying web page provides data used in the exercises and other supplementary material. The text is intended as a coursebook for advanced undergraduates and above, and as a resource for researchers in mathematics, statistics, operations research, science, and engineering.

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Uncertainty Quantification: Theory, Implementation, and Applications

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