{"product_id":"uncertainty-quantification-an-accelerated-course-with-advanced-applications-in-computational-engineering-9783319543383","title":"Uncertainty Quantification: An Accelerated Course with Advanced Applications in Computational Engineering","description":"\u003cp\u003e • Author(s): Christian Soize\u003cbr\u003e • Publisher: Springer\u003cbr\u003e • Publisher Imprint: Springer\u003cbr\u003e • BISAC: Computer Science\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cb\u003eFrom the Back Cover\u003c\/b\u003e\u003cbr\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. \u003cbr\u003eResulting 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. \u003cbr\u003eThis 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\u003cp\u003e\u003c\/p\u003e","brand":"Springer","offers":[{"title":"Hardcover","offer_id":45279320375447,"sku":"9783319543383","price":6549.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9783319543383.webp?v=1769293266","url":"https:\/\/atlanticbooks.com\/products\/uncertainty-quantification-an-accelerated-course-with-advanced-applications-in-computational-engineering-9783319543383","provider":"Atlantic Books","version":"1.0","type":"link"}