Synopsis
The first book to address the DMD algorithm and present a pedagogical approach to aspects of DMD currently or under development.
"synopsis" may belong to another edition of this title.
About the Authors
J. Nathan Kutz is the Robert Bolles and Yasuko Endo Professor of Applied Mathematics, Adjunct Professor of Physics and Electrical Engineering, and Senior Data Science Fellow with the eScience Institute at the University of Washington.
Steven L. Brunton is an Assistant Professor of Mechanical Engineering, Adjunct Assistant Professor of Applied Mathematics, and a Data Science Fellow with the eScience Institute at the University of Washington.
Bingni W. Brunton is the Washington Research Foundation Innovation Assistant Professor of Biology and a Data Science Fellow with the eScience Institute at the University of Washington.
Joshua L. Proctor is an Associate Principal Investigator with the Institute for Disease Modeling, Washington, as well as Affiliate Assistant Professor of Applied Mathematics and Mechanical Engineering at the University of Washington.
"About this title" may belong to another edition of this title.
Search results for Dynamic Mode Decomposition: Data-Driven Modeling of...
Seller Image
Dynamic Mode Decomposition : Data-driven Modeling of Complex Systems
Published by
SIAM-Society for Industrial and Applied Mathematics, 2016
ISBN 10: 1611974496
ISBN 13: 9781611974492
Used
Softcover
Seller: GreatBookPrices, Columbia, MD, U.S.A.
Seller rating 5 out of 5 stars
Condition: As New. Unread book in perfect condition. Seller Inventory # 28908161
Stock Image
Dynamic Mode Decomposition - Data-Driven Modeling of Complex Systems
Published by
MP-SIA SIAM - Society for Industrial and Applied M, 2016
ISBN 10: 1611974496
ISBN 13: 9781611974492
New
PAP
Seller: PBShop.store UK, Fairford, GLOS, United Kingdom
Seller rating 5 out of 5 stars
PAP. Condition: New. New Book. Shipped from UK. Established seller since 2000. Seller Inventory # FW-9781611974492
Buy New
£ 74.97
£ 5.02 shipping
Ships from United Kingdom to U.S.A.
Ships from United Kingdom to U.S.A.
Quantity: 2 available
Seller Image
Dynamic Mode Decomposition : Data-driven Modeling of Complex Systems
Published by
SIAM-Society for Industrial and Applied Mathematics, 2016
ISBN 10: 1611974496
ISBN 13: 9781611974492
New
Softcover
Seller: GreatBookPrices, Columbia, MD, U.S.A.
Seller rating 5 out of 5 stars
Condition: New. Seller Inventory # 28908161-n
Seller Image
Dynamic Mode Decomposition
Published by
Society for Industrial and Applied Mathematics,U.S., US, 2016
ISBN 10: 1611974496
ISBN 13: 9781611974492
New
Paperback
Seller: Rarewaves.com USA, London, LONDO, United Kingdom
Seller rating 5 out of 5 stars
Paperback. Condition: New. Data-driven dynamical systems is a burgeoning field - it connects how measurements of nonlinear dynamical systems and/or complex systems can be used with well-established methods in dynamical systems theory. This is a critically important new direction because the governing equations of many problems under consideration by practitioners in various scientific fields are not typically known. Thus, using data alone to help derive, in an optimal sense, the best dynamical system representation of a given application allows for important new insights. The recently developed dynamic mode decomposition (DMD) is an innovative tool for integrating data with dynamical systems theory. The DMD has deep connections with traditional dynamical systems theory and many recent innovations in compressed sensing and machine learning.Dynamic Mode Decomposition is the first book to address the DMD algorithm, it:Presents a pedagogical and comprehensive approach to all aspects of DMD currently developed or under development.Blends theoretical development, example codes, and applications to showcase the theory and its many innovations and uses.Highlights the numerous innovations around the DMD algorithm and demonstrates its efficacy using example problems from engineering and the physical and biological sciences.Provides extensive MATLAB code, data for intuitive examples of key methods, and graphical presentations. Seller Inventory # LU-9781611974492
Buy New
£ 84.13
Free Shipping
Ships from United Kingdom to U.S.A.
Ships from United Kingdom to U.S.A.
Quantity: 1 available
Seller Image
Dynamic Mode Decomposition : Data-driven Modeling of Complex Systems
Published by
SIAM-Society for Industrial and Applied Mathematics, 2016
ISBN 10: 1611974496
ISBN 13: 9781611974492
Used
Softcover
Seller: GreatBookPricesUK, Woodford Green, United Kingdom
Seller rating 5 out of 5 stars
Condition: As New. Unread book in perfect condition. Seller Inventory # 28908161
Buy Used
£ 71.84
£ 15 shipping
Ships from United Kingdom to U.S.A.
Ships from United Kingdom to U.S.A.
Quantity: 2 available
Seller Image
Dynamic Mode Decomposition : Data-driven Modeling of Complex Systems
Published by
SIAM-Society for Industrial and Applied Mathematics, 2016
ISBN 10: 1611974496
ISBN 13: 9781611974492
New
Softcover
Seller: GreatBookPricesUK, Woodford Green, United Kingdom
Seller rating 5 out of 5 stars
Condition: New. Seller Inventory # 28908161-n
Buy New
£ 73.43
£ 15 shipping
Ships from United Kingdom to U.S.A.
Ships from United Kingdom to U.S.A.
Quantity: 2 available
Stock Image
Dynamic Mode Decomposition DataDriven Modeling of Complex Systems
Published by
Society For Industrial & Applied Mathematics,U.S., 2016
ISBN 10: 1611974496
ISBN 13: 9781611974492
New
Paperback
Seller: Revaluation Books, Exeter, United Kingdom
Seller rating 5 out of 5 stars
Paperback. Condition: Brand New. 250 pages. 10.00x7.00x0.60 inches. In Stock. Seller Inventory # __1611974496
Buy New
£ 76
£ 12.50 shipping
Ships from United Kingdom to U.S.A.
Ships from United Kingdom to U.S.A.
Quantity: 3 available
Stock Image
Dynamic Mode Decomposition: Data-Driven Modeling of Complex Systems
Published by
Society for Industrial & Applied Mathematics,U.S., 2016
ISBN 10: 1611974496
ISBN 13: 9781611974492
New
Paperback / softback
Seller: THE SAINT BOOKSTORE, Southport, United Kingdom
Seller rating 5 out of 5 stars
Paperback / softback. Condition: New. New copy - Usually dispatched within 4 working days. Seller Inventory # B9781611974492
Buy New
£ 73.45
£ 16.25 shipping
Ships from United Kingdom to U.S.A.
Ships from United Kingdom to U.S.A.
Quantity: 2 available
Seller Image
Dynamic Mode Decomposition DataDriven Modeling of Complex Systems
Published by
SIAM-Society for Industrial and Applied Mathematics, 2016
ISBN 10: 1611974496
ISBN 13: 9781611974492
New
Softcover
Seller: moluna, Greven, Germany
Seller rating 4 out of 5 stars
Condition: New. Seller Inventory # 808061278
Seller Image
Dynamic Mode Decomposition
Published by
Society for Industrial and Applied Mathematics,U.S., US, 2016
ISBN 10: 1611974496
ISBN 13: 9781611974492
New
Paperback
Seller: Rarewaves.com UK, London, United Kingdom
Seller rating 5 out of 5 stars
Paperback. Condition: New. Data-driven dynamical systems is a burgeoning field - it connects how measurements of nonlinear dynamical systems and/or complex systems can be used with well-established methods in dynamical systems theory. This is a critically important new direction because the governing equations of many problems under consideration by practitioners in various scientific fields are not typically known. Thus, using data alone to help derive, in an optimal sense, the best dynamical system representation of a given application allows for important new insights. The recently developed dynamic mode decomposition (DMD) is an innovative tool for integrating data with dynamical systems theory. The DMD has deep connections with traditional dynamical systems theory and many recent innovations in compressed sensing and machine learning.Dynamic Mode Decomposition is the first book to address the DMD algorithm, it:Presents a pedagogical and comprehensive approach to all aspects of DMD currently developed or under development.Blends theoretical development, example codes, and applications to showcase the theory and its many innovations and uses.Highlights the numerous innovations around the DMD algorithm and demonstrates its efficacy using example problems from engineering and the physical and biological sciences.Provides extensive MATLAB code, data for intuitive examples of key methods, and graphical presentations. Seller Inventory # LU-9781611974492
Buy New
£ 73.42
£ 65 shipping
Ships from United Kingdom to U.S.A.
Ships from United Kingdom to U.S.A.
Quantity: 1 available