Higher Order Dynamic Mode Decomposition and Its Applications

Written By Jose Manuel Vega
Higher Order Dynamic Mode Decomposition and Its Applications
  • Publsiher : Academic Press
  • Release : 30 September 2020
  • ISBN : 0128227664
  • Pages : 320 pages
  • Rating : /5 from reviews
GET THIS BOOKHigher Order Dynamic Mode Decomposition and Its Applications


Download or read book entitled Higher Order Dynamic Mode Decomposition and Its Applications by author: Jose Manuel Vega which was release on 30 September 2020 and published by Academic Press with total page 320 pages . This book available in PDF, EPUB and Kindle Format. 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 Date : 2020-09-30
  • Total pages : 320
  • ISBN : 0128227664
GET BOOK

Summary : 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 ...

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 Date : 2020-10-14
  • Total pages : 320
  • ISBN : 0128227664
GET BOOK

Summary : 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 ...

14th International Conference on Soft Computing Models in Industrial and Environmental Applications SOCO 2019

14th International Conference on Soft Computing Models in Industrial and Environmental Applications  SOCO 2019
  • Author : Francisco Martínez Álvarez,Alicia Troncoso Lora,José António Sáez Muñoz,Héctor Quintián,Emilio Corchado
  • Publisher : Springer
  • Release Date : 2019-04-30
  • Total pages : 609
  • ISBN : 0128227664
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Summary : This book includes 57 papers presented at the SOCO 2019 conference held in the historic city of Seville (Spain), in May 2019. Soft computing represents a set of computational techniques in machine learning, computer science and various engineering disciplines, which investigate, simulate, and analyze very complex issues and phenomena. The selection of papers ...

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International Aerospace Abstracts
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 1999
  • Total pages : 212
  • ISBN : 0128227664
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Summary : Read online International Aerospace Abstracts written by , published by which was released on 1999. Download full International Aerospace Abstracts Books now! Available in PDF, ePub and Kindle....

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CERN Accelerator School
  • Author : Daniel Brandt
  • Publisher : Unknown
  • Release Date : 2006
  • Total pages : 530
  • ISBN : 0128227664
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Summary : Read online CERN Accelerator School written by Daniel Brandt, published by which was released on 2006. Download full CERN Accelerator School Books now! Available in PDF, ePub and Kindle....

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Interferometry VI  applications
  • Author : Ryszard J. Pryputniewicz,Gordon M. Brown,Werner P. O. Jüptner
  • Publisher : Society of Photo Optical
  • Release Date : 1994
  • Total pages : 362
  • ISBN : 0128227664
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Summary : Read online Interferometry VI applications written by Ryszard J. Pryputniewicz,Gordon M. Brown,Werner P. O. Jüptner, published by Society of Photo Optical which was released on 1994. Download full Interferometry VI applications Books now! Available in PDF, ePub and Kindle....

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  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 2003
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Summary : Read online Mathematical Reviews written by , published by which was released on 2003. Download full Mathematical Reviews Books now! Available in PDF, ePub and Kindle....

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Physical Review
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 1997-10
  • Total pages : 212
  • ISBN : 0128227664
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Paper

Paper
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 1983
  • Total pages : 212
  • ISBN : 0128227664
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Summary : Read online Paper written by , published by which was released on 1983. Download full Paper Books now! Available in PDF, ePub and Kindle....

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Proceedings of the 1972 International Conference on Cybernetics and Society  October 9 12  1972
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 1972
  • Total pages : 623
  • ISBN : 0128227664
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Summary : Read online Proceedings of the 1972 International Conference on Cybernetics and Society October 9 12 1972 written by , published by which was released on 1972. Download full Proceedings of the 1972 International Conference on Cybernetics and Society October 9 12 1972 Books now! Available in PDF, ePub and Kindle....

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Computer Applications in Manufacturing Systems
  • Author : American Society of Mechanical Engineers. Winter Annual Meeting
  • Publisher : Unknown
  • Release Date : 1980
  • Total pages : 101
  • ISBN : 0128227664
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Summary : Read online Computer Applications in Manufacturing Systems written by American Society of Mechanical Engineers. Winter Annual Meeting, published by which was released on 1980. Download full Computer Applications in Manufacturing Systems Books now! Available in PDF, ePub and Kindle....

32nd AIAA Fluid Dynamics Conference and Exhibit

32nd AIAA Fluid Dynamics Conference and Exhibit
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 2002
  • Total pages : 212
  • ISBN : 0128227664
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Summary : Read online 32nd AIAA Fluid Dynamics Conference and Exhibit written by , published by which was released on 2002. Download full 32nd AIAA Fluid Dynamics Conference and Exhibit Books now! Available in PDF, ePub and Kindle....

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  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 1994
  • Total pages : 212
  • ISBN : 0128227664
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Summary : Read online Government Reports Announcements Index written by , published by which was released on 1994. Download full Government Reports Announcements Index Books now! Available in PDF, ePub and Kindle....

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  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 1978
  • Total pages : 212
  • ISBN : 0128227664
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Summary : Read online Cybernetics Abstracts written by , published by which was released on 1978. Download full Cybernetics Abstracts Books now! Available in PDF, ePub and Kindle....

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  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 2008
  • Total pages : 212
  • ISBN : 0128227664
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Summary : Read online Index to Theses with Abstracts Accepted for Higher Degrees by the Universities of Great Britain and Ireland and the Council for National Academic Awards written by , published by which was released on 2008. Download full Index to Theses with Abstracts Accepted for Higher Degrees by the Universities of Great ...