Multiscale and Adaptivity: Modeling, Numerics and Applications
C.I.M.E. Summer School, Cetraro, Italy 2009
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Beschreibung
This book is a collection of lecture notes for the CIME course on "Multiscale and Adaptivity: Modeling, Numerics and Applications," held in Cetraro (Italy), in July 2009.
Complex systems arise in several physical, chemical, and biological processes, in which length and time scales may span several orders of magnitude. Traditionally, scientists have focused on methods that are particularly applicable in only one regime, and knowledge of the system on one scale has been transferred to another scale only indirectly.
Even with modern computer power, the complexity of such systems precludes their being treated directly with traditional tools, and new mathematical and computational instruments have had to be developed to tackle such problems. The outstanding and internationally renowned lecturers, coming from different areas of Applied Mathematics, have themselves contributed in an essential way to the development of the theory and techniques that constituted the subjects of the courses.
This book is a collection of lecture notes for the CIME course on "Multiscale and Adaptivity: Modeling, Numerics and Applications," held in Cetraro (Italy), in July 2009.
Complex systems arise in several physical, chemical, and biological processes, in which length and time scales may span several orders of magnitude. Traditionally, scientists have focused on methods that are particularly applicable in only one regime, and knowledge of the system on one scale has been transferred to another scale only indirectly.
Even with modern computer power, the complexity of such systems precludes their being treated directly with traditional tools, and new mathematical and computational instruments have had to be developed to tackle such problems. The outstanding and internationally renowned lecturers, coming from different areas of Applied Mathematics, have themselves contributed in an essential way to the development of the theory and techniques that constituted the subjects of the courses.
Gives an overview of state-of-the-art mathematical tools in multiscale modeling Contains a chapter on multiscale modeling and related numerical methods in fluid dynamics Provides a detailed description of adaptive finite element methods, ranging from the mathematical theory to implementation details and software development Includes supplementary material: sn.pub/extras
Autor*in
Silvia Bertoluzza
Themen in »Multiscale and Adaptivity: Modeling, Numerics and Applications«
65M50, 65N50, 65M55, 65T60, 65N30, 65M60, 76MXX 65M50, 65N50, 65M55, 65T60, 65N30, 76MXX adaptive finite elements heterogeneous models in fluid dynamics multiscale modeling and simulation wavelets