{"product_id":"uncertainty-quantification-9783319543390","title":"Uncertainty Quantification","description":"\u003cp\u003eThis book presents the fundamental notions and advanced mathematical tools in the stochastic modeling of uncertainties and their quantification for large-scale computational models in sciences and engineering. In particular, it focuses in parametric uncertainties, and non-parametric uncertainties with applications from the structural dynamics and vibroacoustics of complex mechanical systems, from micromechanics and multiscale mechanics of heterogeneous materials.  Resulting from a course developed by the author, the book begins with a description of the fundamental mathematical tools of probability and statistics that are directly useful for uncertainty quantification. It proceeds with a well carried out description of some basic and advanced methods for constructing stochastic models of uncertainties, paying particular attention to the problem of calibrating and identifying a stochastic model of uncertainty when experimental data is available.  This book is intended to be a graduate-level textbook for students as well as professionals interested in the theory, computation, and applications of risk and prediction in science and engineering fields.\u003c\/p\u003e","brand":"Gardners","offers":[{"title":"Default Title","offer_id":52926278402327,"sku":null,"price":7422.41,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0679\/6918\/8119\/files\/9783319543390.jpg?v=1781594915","url":"https:\/\/payment.letskitaboo.com\/products\/uncertainty-quantification-9783319543390","provider":"Kitaboo One eStore","version":"1.0","type":"link"}