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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
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The field of uncertainty quantification is evolving rapidly because of increasing emphasis on models that require quantified uncertainties for large-scale appli
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This book presents the fundamental notions and advanced mathematical tools in the stochastic modeling of uncertainties and their quantification for large-scale