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Uncertainty Quantification and Predictive Computational Science: A Foundation for Physical Scientists and Engineers

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Uncertainty Quantification and Predictive Computational Science: A Foundation for Physical Scientists and Engineers - McClarren, Ryan G
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This textbook teaches the essential background and skills for understanding and quantifying uncertainties in a computational simulation, and for predicting the behavior of a system under those uncertainties. It addresses a critical knowledge gap in the widespread adoption of simulation in high-consequence decision-making throughout the engineering and physical sciences. Constructing sophisticated techniques for prediction from basic building blocks, the book first reviews the fundamentals that underpin later topics of the ...

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Uncertainty Quantification and Predictive Computational Science: A Foundation for Physical Scientists and Engineers 2018, Springer, Cham

ISBN-13: 9783319995243

2018 edition

Hardcover