Model Reduction and Coarse-Graining Approaches for Multiscale Phenomena
Contributors: Alexander N. Gorban (Editor); Nikolas K. Kazantzis (Editor); I.G. Kevrekidis (Editor); Hans C. Öttinger (Editor); Constantinos Theodoropoulos (Editor)
Edition: 1 edition
Publisher: Springer
Published: October 5, 2006
Language: eng
Format: Hardcover
Number of pages: 560
ISBN-13: 9783540358855
Subjects: Applied mathematics; Chemistry; Mathematics and Science; Science; Science/Mathematics; Mathematical Physics; Coarse-graining; Invariant manifold; Model reduction; Modelling; Science / Mathematical Physics; Springer Complexity; Applied; Chemistry - General; Congresses; Dynamics; Invariant manifolds; Statistical physics
First sentence: The natural world is dominated by physical and chemical processes that exhibit nonlinear behavior and are typically modeled by systems of nonlinear ordinary (ODEs) or partial differential equations (PDEs) [3, 14, 30].