Uncertainty Quantification: Theory, Implementation, and Applications

Name: Uncertainty Quantification: Theory, Implementation, and Applications
Brand: Society for Industrial & Applied Mathematics,U.S.
SKU: 9781611973211
Price: 30942 HUF
Availability: PreOrder

Szerző: Ralph Smith

Nyelv:

Kötés: Kemény kötésű

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

Elérhetőség: Utánnyomás

Küldés 05. 06. 2026

30 942 Ft

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

Információk a könyvről

Szerző

Ralph Smith

Nyelv

Angol

Kötés

Könyv - Kemény kötésű

Kiadva

2013

oldal

400

EAN

9781611973211

ISBN

161197321X

Enbook ID

02478003

Kiadó

Society for Industrial & Applied Mathematics,U.S.

Súly

Méretek

325 x 186 x 23

Teljes leírás

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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Teljes leírás

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