{"product_id":"model-reduction-of-complex-dynamical-peter-benner-9783030729820","title":"Model Reduction of Complex Dynamical Systems","description":"This contributed volume presents some of the latest research related to model order reduction of complex dynamical systems with a focus on time-dependent problems. Chapters are written by leading researchers and users of model order reduction techniques and are based on presentations given at the 2019 edition of the workshop series Model Reduction of Complex Dynamical Systems - MODRED, held at the University of Graz in Austria. The topics considered can be divided into five categories: \u003cbr\u003e\u003cul\u003e\n\u003cli\u003esystem-theoretic methods, such as balanced truncation, Hankel norm approximation, and reduced-basis methods; \u003c\/li\u003e\n\u003cli\u003edata-driven methods, including Loewner matrix and pencil-based approaches, dynamic mode decomposition, and kernel-based methods;\u003c\/li\u003e\n\u003cli\u003esurrogate modeling for design and optimization, with special emphasis on control and data assimilation;\u003c\/li\u003e\n\u003cli\u003emodel reduction methods in applications, such as control and network systems, computational electromagnetics, structural mechanics, and fluid dynamics; and\u003c\/li\u003e\n\u003cli\u003emodel order reduction software packages and benchmarks.\u003c\/li\u003e\n\u003c\/ul\u003e\u003cbr\u003eThis volume will be an ideal resource for graduate students and researchers in all areas of model reduction, as well as those working in applied mathematics and theoretical informatics.\u003cbr\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Peter Benner\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 3030729826\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9783030729820\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Birkhauser\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 08\/26\/2021\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 415\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Hardcover\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 1.71lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.21h x 6.14w x 0.94d","brand":"Peter Benner","offers":[{"title":"Hardcover","offer_id":48089068503295,"sku":"9783030729820","price":159.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_ae8cd1ec-0140-4843-bc4e-9ed65da63b1e.jpg?v=1769108019","url":"https:\/\/www.whiterainbookhouse.com\/products\/model-reduction-of-complex-dynamical-peter-benner-9783030729820","provider":"WR Book House","version":"1.0","type":"link"}