Dynamic Mode Decomposition PDF Download
Are you looking for read ebook online? Search for your book and save it on your Kindle device, PC, phones or tablets. Download Dynamic Mode Decomposition PDF full book. Access full book title Dynamic Mode Decomposition by J. Nathan Kutz. Download full books in PDF and EPUB format.
Author: J. Nathan Kutz
Publisher: SIAM
ISBN: 161197450X
Category : Science
Languages : en
Pages : 241
Get Book Here
Book Description
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: Data-Driven Modeling of Complex Systems, the first book to address the DMD algorithm, 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; and provides extensive MATLAB code, data for intuitive examples of key methods, and graphical presentations.
Author: J. Nathan Kutz
Publisher: SIAM
ISBN: 161197450X
Category : Science
Languages : en
Pages : 241
Get Book Here
Book Description
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: Data-Driven Modeling of Complex Systems, the first book to address the DMD algorithm, 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; and provides extensive MATLAB code, data for intuitive examples of key methods, and graphical presentations.
Author: Giancarlo Genta
Publisher: Springer Science & Business Media
ISBN: 0387795804
Category : Science
Languages : en
Pages : 864
Get Book Here
Book Description
Mechanical engineering,and engineering discipline born of the needs of the industrial revolution, is once again asked to do its substantial share in the call for industrial renewal. The general call is urgent as we face p- found issues of productivity and competitiveness that require engineering solutions, among others. The Mechanical Engineering Series is a series f- turing graduate texts and research monographs intended to address the need for information in contemporary areas of mechanical engineering. The series is conceived as a comprehensive one that covers a broad range of concentrations important to mechanical engineering graduate - ucation and research. We are fortunate to have a distinguished roster of series editors, each an expert in one of the areas of concentration. The names of the series editors are listed on page vi of this volume. The areas of concentration are applied mechanics, biomechanics, computational - chanics, dynamic systems and control, energetics, mechanics of materials, processing, thermal science, and tribology. Preface After15yearssincethepublicationofVibrationofStructuresandMachines and three subsequent editions a deep reorganization and updating of the material was felt necessary. This new book on the subject of Vibration dynamics and control is organized in a larger number of shorter chapters, hoping that this can be helpful to the reader. New materialhas been added and many points have been updated. A larger number of examples and of exercises have been included.
Author: Robert Coppolino
Publisher: Springer Nature
ISBN: 3031797299
Category : Technology & Engineering
Languages : en
Pages : 148
Get Book Here
Book Description
Over the past 60 years, the U.S. aerospace community has developed, refined, and standardized an integrated approach to structural dynamic model verification and validation. One name for this overall approach is the Integrated Test Analysis Process (ITAP) for structural dynamic systems. ITAP consists of seven sequential tasks, namely: (1) definition of test article finite element models; (2) systematic modal test planning; (3) measured data acquisition; (4) measured data analysis; (5) experimental modal analysis; (6) systematic test-analysis correlation; and (7) reconciliation of finite element models and modal test data. Steps 1, 2, and 7 rely strictly on mathematical model disciplines, and steps 3 and 4 rely on laboratory disciplines and techniques. Current industry practice of steps 5 and 6 calls for interaction of mathematical model and laboratory disciplines, which compromises the objectivity of both modeling and laboratory disciplines. This book addresses technical content, strategies, and key relevant experiences related to all steps of ITAP, except for measured data acquisition which is the specialized domain of highly experienced laboratory professionals who contend with mechanical and electrical practicalities of instrumentation, excitation hardware, and data collection systems.
Author: MSC Software
Publisher: MSC Software
ISBN: 1585240141
Category : Computers
Languages : en
Pages : 818
Get Book Here
Book Description
Author: Hector Lopez
Publisher:
ISBN:
Category : Diagnosis, Ultrasonic
Languages : en
Pages : 36
Get Book Here
Book Description
Author: Albert C. Perrino
Publisher: Lippincott Williams & Wilkins
ISBN: 1975143159
Category : Medical
Languages : en
Pages : 900
Get Book Here
Book Description
With updated content and new expert contributors, A Practical Approach to Transesophageal Echocardiography, Fourth Editionis every clinician’s go-to reference for TEE skill-building. The book is written concisely, so you can quickly digest and apply critical information in a real clinical setting. Numerous figures throughout each chapter and hundreds of video clips on the eBook paint an important visual picture, illuminating the textual explanations and instructions.
Author: Lawrence M. Gillman
Publisher: Springer
ISBN: 3319165860
Category : Medical
Languages : en
Pages : 323
Get Book Here
Book Description
This is the first book exploring the unique dynamics created by a multidisciplinary trauma team and how crisis management strategies can improve teamwork and communication and, potentially, improve patient resuscitation outcomes. Crisis resource management (CRM) is integral to the way that we manage ourselves, team members, and patients during emergency situations. It is essentially the ability to translate knowledge of what needs to be done into effective actions during a crisis situation. Building on the revolutionary American College of Surgeons Advanced Trauma Life Support (ATLS®) course, Trauma Team Dynamics illustrates the integration of the principles of CRM to team dynamics throughout the resuscitation –from the scene, through pre-hospital care and transport, to the trauma bay, and finally to definitive care and beyond. The editors and contributors are international experts in trauma, critical care, emergency medicine, nursing, respiratory therapy, and pre-hospital care and include NASA- and United States military-affiliated experts. Trauma Team Dynamics is intended for use as both a day-to-day clinical resource and a reference text, and includes self-assessment questions as well as guidance on CRM curriculum design and implementation.
Author: Zhihui Zhou
Publisher: Elsevier
ISBN: 0128237058
Category : Technology & Engineering
Languages : en
Pages : 287
Get Book Here
Book Description
Dynamics of Structural Dynamics explains foundational concepts and principles surrounding the theory of vibrations and gives equations of motion for complex systems. The book presents classical vibration theory in a clear and systematic way, detailing original work on vehicle-bridge interactions and wind effects on bridges. Chapters give an overview of structural vibrations, including how to formulate equations of motion, vibration analysis of a single-degree-of-freedom system, a multi-degree-of-freedom system, and a continuous system, the approximate calculation of natural frequencies and modal shapes, and step-by-step integration methods. Each chapter includes extensive practical examples and problems. This volume presents the foundational knowledge engineers need to understand and work with structural vibrations, also including the latest contributions of a globally leading research group on vehicle-bridge interactions and wind effects on bridges. - Explains the foundational concepts needed to understand structural vibrations in high-speed railways - Gives the latest research from a leading group working on vehicle-bridge interactions and wind effects on bridges - Lays out routine procedures for generating dynamic property matrices in MATLAB© - Presents a novel principle and rule to help researchers model time-varying systems - Offers an efficient solution for readers looking to understand basic concepts and methods in vibration analysis
Author: Daniel A. Lichtenstein
Publisher: Springer
ISBN: 3319153714
Category : Medical
Languages : en
Pages : 394
Get Book Here
Book Description
Written by a pioneer in critical care ultrasound, this book discusses the basic technique and “signatures” of lung ultrasound and explains its main clinical applications. The tools and clinical uses of the BLUE protocol, which allows diagnosis of most cases of acute respiratory failure, are first described in detail. Careful attention is then devoted to protocols derived from the BLUE protocol – the FALLS protocol for diagnosis and management of acute circulatory failure, the Pink protocol for use in ARDS, and the SESAME protocol for use in cardiac arrest – and to the LUCI-FLR program, a means of answering clinical questions while reducing radiation exposure. Finally, the book discusses all the possible settings in which lung ultrasound can be used, discipline by discipline and condition by condition. Lung Ultrasound in the Critically Ill comprehensively explains how ultrasound can become the stethoscope of modern medicine. It is a superb complement to the author’s previous book, Whole Body Ultrasonography in the Critically Ill.
Author: H. Rijsterborgh
Publisher: Springer Science & Business Media
ISBN: 9400982992
Category : Medical
Languages : en
Pages : 462
Get Book Here
Book Description
This symposium is the fourth of a series of scientific meetings in the field of echocardiology, held at the Erasmus University, Rotterdam.* The series was initiated by Klaas Born, who organized the first two meetings, and was continued by Charles Lancee. These previous symposia met with great success. These proceedings comprise most of the invited lectures and free commu nications which had their' live performance' during the 4th Symposium on Echocardiology. We decided, again, to maintain one ofthe most striking features of the last meetings: having the proceedings available at the time of the meeting. As a consequence, the authors-to-be were confronted with a very tight schedule. The editing time was also limited and therefore neither terminology nor units have been completely standardized. However, as a result, these proceedings do reflect the 'state of the art' in echocardiology. This is not a textbook on echocardiology, but cardiologists and techni cians, with experience in the field of echocardiology, will certainly appreciate the educational features of this book. This symposium was organized in association with Interuniversity Institute of Cardiology, Amsterdam, the Netherlands. Dutch Society of Ultrasound in Medicine and Biology Dutch Heart Foundation, The Hague, the Netherlands European Society of Cardiology Financial support was given by Interuniversity Institute of Cardiology, Amsterdam, the Netherlands University-fund Rotterdam Foundation, Rotterdam, the Netherlands Dutch Heart Foundation, The Hague, the Netherlands.
