Verification, Validation, and Uncertainty Quantification in Scientific Computing

Oberkampf, William L.,Roy, Christopher J.

ISBN 10: 131651613X ISBN 13: 9781316516133

Editorial: Cambridge University Press, 2025

Idioma: Ingl�s

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Detalles bibliogr�ficos

T�tulo

Verification, Validation, and Uncertainty Quantification in Scientific Computing

Editor

Cambridge University Press

Fecha de publicaci�n

2025

Idioma

Ingl�s

ISBN 10

131651613X

ISBN 13

9781316516133

Encuadernaci�n

hardcover

Edici�n

2� Edici�n

Estado

Fine

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Sinopsis

Can you trust results from modeling and simulation? This text provides a framework for assessing the reliability of and uncertainty included in the results used by decision makers and policy makers in industry and government. The emphasis is on models described by PDEs and their numerical solution. Procedures and results from all aspects of verification and validation are integrated with modern methods in uncertainty quantification and stochastic simulation. Methods for combining numerical approximation errors, uncertainty in model input parameters, and model form uncertainty are presented in order to estimate the uncertain response of a system in the presence of stochastic inputs and lack of knowledge uncertainty. This new edition has been extensively updated, including a fresh look at model accuracy assessment and the responsibilities of management for modeling and simulation activities. Extra homework problems and worked examples have been added to each chapter, suitable for course use or self-study.

Acerca de los autores

William L. Oberkampf has more than fifty years of experience in research and development in fluid dynamics, heat transfer, and solid mechanics. Over the past twnety-five years he has focused on research and teaching of verification, validation, and uncertainty quantification in modeling and simulation. He is a Fellow of AIAA and a Fellow of NAFEMS.

Christopher J. Roy is Professor in the Kevin T. Crofton Department of Aerospace and Ocean Engineering at Virginia Tech. He has worked primarily in the area of computational fluid dynamics, but has participated in or organized multiple validation experiments. He has taught more than fifty short courses in the field of verification, validation, and uncertainty quantification and has more than 200 publications in the field.

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