Higher Order Dynamic Mode Decomposition and Its Applications

Produk Detail:
  • Author : Jose Manuel Vega
  • Publisher : Academic Press
  • Pages : 320 pages
  • ISBN : 0128227664
  • Rating : /5 from reviews
CLICK HERE TO GET THIS BOOK >>>Higher Order Dynamic Mode Decomposition and Its Applications

Download or Read online Higher Order Dynamic Mode Decomposition and Its Applications full in PDF, ePub and kindle. this book written by Jose Manuel Vega and published by Academic Press which was released on 30 September 2020 with total page 320 pages. We cannot guarantee that Higher Order Dynamic Mode Decomposition and Its Applications book is available in the library, click Get Book button and read full online book in your kindle, tablet, IPAD, PC or mobile whenever and wherever You Like. Higher Order Dynamic Mode Decomposition and Its Applications provides detailed background theory, as well as several fully explained applications from a range of industrial contexts to help readers understand and use this innovative algorithm. Data-driven modelling of complex systems is a rapidly evolving field, which has applications in domains including engineering, medical, biological, and physical sciences, where it is providing ground-breaking insights into complex systems that exhibit rich multi-scale phenomena in both time and space. Starting with an introductory summary of established order reduction techniques like POD, DEIM, Koopman, and DMD, this book proceeds to provide a detailed explanation of higher order DMD, and to explain its advantages over other methods. Technical details of how the HODMD can be applied to a range of industrial problems will help the reader decide how to use the method in the most appropriate way, along with example MATLAB codes and advice on how to analyse and present results. Includes instructions for the implementation of the HODMD, MATLAB codes, and extended discussions of the algorithm Includes descriptions of other order reduction techniques, and compares their strengths and weaknesses Provides examples of applications involving complex flow fields, in contexts including aerospace engineering, geophysical flows, and wind turbine design

Higher Order Dynamic Mode Decomposition and Its Applications

Higher Order Dynamic Mode Decomposition and Its Applications
  • Author : Jose Manuel Vega,Soledad Le Clainche
  • Publisher : Academic Press
  • Release : 30 September 2020
GET THIS BOOK Higher Order Dynamic Mode Decomposition and Its Applications

Higher Order Dynamic Mode Decomposition and Its Applications provides detailed background theory, as well as several fully explained applications from a range of industrial contexts to help readers understand and use this innovative algorithm. Data-driven modelling of complex systems is a rapidly evolving field, which has applications in domains including engineering, medical, biological, and physical sciences, where it is providing ground-breaking insights into complex systems that exhibit rich multi-scale phenomena in both time and space. Starting with an introductory summary

Higher Order Dynamic Mode Decomposition and Its Applications

Higher Order Dynamic Mode Decomposition and Its Applications
  • Author : Jose Manuel Vega,Soledad Le Clainche
  • Publisher : Academic Press
  • Release : 14 October 2020
GET THIS BOOK Higher Order Dynamic Mode Decomposition and Its Applications

Higher Order Dynamic Mode Decomposition and Its Applications provides detailed background theory, as well as several fully explained applications from a range of industrial contexts to help readers understand and use this innovative algorithm. Data-driven modelling of complex systems is a rapidly evolving field, which has applications in domains including engineering, medical, biological, and physical sciences, where it is providing ground-breaking insights into complex systems that exhibit rich multi-scale phenomena in both time and space. Starting with an introductory summary

IUTAM Symposium on Model Order Reduction of Coupled Systems Stuttgart Germany May 22 25 2018

IUTAM Symposium on Model Order Reduction of Coupled Systems  Stuttgart  Germany  May 22   25  2018
  • Author : Jörg Fehr,Bernard Haasdonk
  • Publisher : Springer
  • Release : 19 July 2019
GET THIS BOOK IUTAM Symposium on Model Order Reduction of Coupled Systems Stuttgart Germany May 22 25 2018

This volume contains the proceedings of the IUTAM Symposium on Model Order Reduction of Coupled System, held in Stuttgart, Germany, May 22–25, 2018. For the understanding and development of complex technical systems, such as the human body or mechatronic systems, an integrated, multiphysics and multidisciplinary view is essential. Many problems can be solved within one physical domain. For the simulation and optimization of the combined system, the different domains are connected with each other. Very often, the combination is only possible by