Principles of Multiscale Modeling E. Weinan

ISBN: 0001107096545

Published: August 15th 2011

Hardcover

466 pages


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Principles of Multiscale Modeling  by  E. Weinan

Principles of Multiscale Modeling by E. Weinan
August 15th 2011 | Hardcover | PDF, EPUB, FB2, DjVu, audiobook, mp3, ZIP | 466 pages | ISBN: 0001107096545 | 8.71 Mb

Physical phenomena can be modeled at varying degrees of complexity and at different scales. Multiscale modeling provides a framework, based on fundamental principles, for constructing mathematical and computational models of such phenomena, byMorePhysical phenomena can be modeled at varying degrees of complexity and at different scales.

Multiscale modeling provides a framework, based on fundamental principles, for constructing mathematical and computational models of such phenomena, by examining the connection between models at different scales. This book, by a leading contributor to the field, is the first to provide a unified treatment of the subject, covering, in a systematic way, the general principles of multiscale models, algorithms and analysis.

After discussing the basic techniques and introducing the fundamental physical models, the author focuses on the two most typical applications of multiscale modeling: capturing macroscale behavior and resolving local events. The treatment is complemented by chapters that deal with more specific problems. Throughout, the author strikes a balance between precision and accessibility, providing sufficient detail to enable the reader to understand the underlying principles without allowing technicalities to get in the way.



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