{"product_id":"9781611977837-uncertainty-quantification","title":"Uncertainty Quantification","description":"\u003cmeta content=\"text\/html; charset=utf-8\" http-equiv=\"Content-Type\"\u003e\u003cp\u003e\u003cspan\u003eTheory, Implementation, and Applications\u003cbr\u003eUncertainty quantification is an important step in establishing the predictive accuracy of simulation models employed in a broad range of disciplines. The book provides a comprehensive and unified treatment of the mathematical, statistical, and numerical topics required to perform uncertainty analysis for models arising in a range of applications.\u003cbr\u003eUncertainty quantification is an important step in establishing the predictive accuracy of simulation models employed in a broad range of disciplines. The book provides a comprehensive and unified treatment of the mathematical, statistical, and numerical topics required to perform uncertainty analysis for models arising in a wide range of applications.\u003cbr\u003e\u003cbr\u003eExpanded and reorganized, the second edition represents advances in the field over the last decade.\u003cul\u003e\n\u003cli\u003eIt contains new chapters on random field representations, observation models, parameter identifiability and influence, active subspace techniques, and statistical surrogate models.\u003c\/li\u003e\n\u003cli\u003eThe chapter on local sensitivity analysis has been rewritten to focus on the use of sensitivity equations, complex-step approximation, adjoint methods, and parameter subset selection techniques to ascertain parameter influence. \u003c\/li\u003e\n\u003cli\u003eIt contains four times the number of exercises and many new examples, several of which include data. \u003c\/li\u003e\n\u003cli\u003eUQ Crimes throughout the text identify common misconceptions and guide readers entering the field.\u003c\/li\u003e\n\u003cli\u003eAn ancillary website contains MATLAB codes.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cbr\u003e\u003cbr\u003e\u003c\/span\u003e\u003c\/p\u003e","brand":"Rarewaves","offers":[{"title":"Default Title","offer_id":56291986702710,"sku":"9781611977837","price":96.17,"currency_code":"GBP","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0092\/7504\/8033\/files\/orig_36193802_e8a01e55-4f2f-4878-866f-01c873de0178.jpg?v=1758749061","url":"https:\/\/www.rarewaves.com\/products\/9781611977837-uncertainty-quantification","provider":"Rarewaves.com","version":"1.0","type":"link"}