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A Toolbox for Digital Twins: From Model-Based to Data-Driven, Mark Asch


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Автор: Mark Asch
Название:  A Toolbox for Digital Twins: From Model-Based to Data-Driven
ISBN: 9781611976960
Издательство: Mare Nostrum (Eurospan)
Классификация:
ISBN-10: 1611976960
Обложка/Формат: Paperback
Страницы: 832
Вес: 1.90 кг.
Дата издания: 30.07.2022
Серия: Math in industry
Язык: English
Размер: 181 x 259 x 25
Ключевые слова: Applied mathematics,Bayesian inference,Maths for engineers
Подзаголовок: From model-based to data-driven
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Поставляется из: Англии
Описание: A Toolbox for Digital Twins: From Model-Based to Data-Driven brings together the mathematical and numerical frameworks needed for developing digital twins (DTs). Starting from the basics—probability, statistics, numerical methods, optimization, and machine learning—and moving on to data assimilation, inverse problems, and Bayesian uncertainty quantification, the book provides a comprehensive toolbox for DTs. Readers will findguidelines and decision trees to help the reader choose the right tools for the job,emphasis on the design process, denoted as the inference cycle, whose aim is to propose a global methodology for complex problems,a comprehensive reference section with all recent methods, covering both model-based and data-driven approaches, anda vast selection of examples and all accompanying code. A Toolbox for Digital Twins: From Model-Based to Data-Driven is for researchers and engineers, engineering students, and scientists in any domain where data and models need to be coupled to produce digital twins.
Дополнительное описание: Applied mathematics|Maths for engineers|Bayesian inference



The Shape of Data in Digital Humanities Modeling Texts and Text-based Resources

Автор: Flanders, Julia
Название: The Shape of Data in Digital Humanities Modeling Texts and Text-based Resources
ISBN: 0367584034 ISBN-13(EAN): 9780367584030
Издательство: Taylor&Francis
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Цена: 7042.00 р.
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Описание: This book addresses the need of humanities scholars for whom technology and data now play a large role in their research and teaching and who need deeper expertise in the area of data modeling and representation. The authors, all experts in digital humanities, offer a clear explanation of key technical principles, a grounded discussion of case stud

Engineering Data-Driven Adaptive Trust-based e-Assessment Systems

Автор: David Baneres; M. Elena Rodr?guez; Ana Elena Guerr
Название: Engineering Data-Driven Adaptive Trust-based e-Assessment Systems
ISBN: 3030293254 ISBN-13(EAN): 9783030293253
Издательство: Springer
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Цена: 12196.00 р.
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Описание: This book shares original innovations, research, and lessons learned regarding teaching and technological perspectives on trust-based learning systems.

Data Driven Smart Manufacturing Technologies and Applications

Автор: Li, Weidong, Liang, Yuchen, Wang, Sheng
Название: Data Driven Smart Manufacturing Technologies and Applications
ISBN: 3030668487 ISBN-13(EAN): 9783030668488
Издательство: Springer
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Цена: 21953.00 р.
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Описание: This book reports innovative deep learning and big data analytics technologies for smart manufacturing applications.

An Introduction to Reservoir Simulation Using MATLAB/GNU Octave: User Guide for the MATLAB Reservoir Simulation Toolbox (MRST)

Автор: Knut-Andreas Lie
Название: An Introduction to Reservoir Simulation Using MATLAB/GNU Octave: User Guide for the MATLAB Reservoir Simulation Toolbox (MRST)
ISBN: 1108492436 ISBN-13(EAN): 9781108492430
Издательство: Cambridge Academ
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Цена: 14573.00 р.
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Описание: This book provides an introduction to reservoir simulation, by a simulator developer. It contains a large number of numerical examples, which come fully equipped with online open-source code, allowing the reader to reproduce results and experiment with their own work. This title is also available as Open Access on Cambridge Core.

Model-Driven Engineering Languages and Systems

Автор: Ana Moreira; Bernhard Sch?tz; Jeff Gray; Antonio V
Название: Model-Driven Engineering Languages and Systems
ISBN: 3642415326 ISBN-13(EAN): 9783642415326
Издательство: Springer
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Цена: 6097.00 р.
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Описание: This book constitutes the refereed proceedings of the 16th International Conference on Model Driven Engineering Languages and Systems, MODELS 2013, held in Miami, FL, USA, in September/October 2013. domain-specific modeling languages; model transformation; model analysis;

Model-Driven Engineering and Software Development

Автор: Slimane Hammoudi; Lu?s Ferreira Pires; Bran Selic;
Название: Model-Driven Engineering and Software Development
ISBN: 3319663011 ISBN-13(EAN): 9783319663012
Издательство: Springer
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Цена: 9146.00 р.
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Описание: This book constitutes thoroughly revised and selected papers from the 4th International Conference on Model-Driven Engineering and Software Development, MODELSWARD 2016, held in Rome, Italy, in February 2016.The 17 thoroughly revised and extended papers presented in this volume were carefully reviewed and selected from 118 submissions.

Sdl 2015: model-driven engineering for smart cities

Название: Sdl 2015: model-driven engineering for smart cities
ISBN: 3319249118 ISBN-13(EAN): 9783319249117
Издательство: Springer
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Цена: 5854.00 р.
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Описание: This book constitutes the proceedings of the 17th International System Design Language Forum, SDL 2015, held in Berlin, Germany, in October 2015. The 15 full papers and 4 short papers presented in this volume were carefully reviewed and selected from 26 submissions. specification and description language; domain specific languages;

Transforming Clothing Production into a Demand-driven, Knowledge-based, High-tech Industry

Автор: Lutz Walter; George-Alexander Kartsounis; Stefano
Название: Transforming Clothing Production into a Demand-driven, Knowledge-based, High-tech Industry
ISBN: 1447157672 ISBN-13(EAN): 9781447157670
Издательство: Springer
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Цена: 17096.00 р.
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Описание: New trends in the fashion market dictate the need for a new approach. This book discusses such an approach, which must be a shorter cycle from conception to retail, as well as a shift from labor-intensive to technology- and knowledge-intensive manufacturing.

Model-Driven Architecture in Practice

Автор: Oscar Pastor; Juan Carlos Molina
Название: Model-Driven Architecture in Practice
ISBN: 364209094X ISBN-13(EAN): 9783642090943
Издательство: Springer
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Цена: 8537.00 р.
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Описание: This book introduces all the relevant information required to understand and put Model Driven Architecture (MDA) into industrial practice. The book combines a sound theoretical approach based on more than 10 years` research.

Simulation-Driven Design by Knowledge-Based Response Correction Techniques

Автор: Koziel Slawomir, Leifsson Leifur
Название: Simulation-Driven Design by Knowledge-Based Response Correction Techniques
ISBN: 3319807269 ISBN-13(EAN): 9783319807263
Издательство: Springer
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Цена: 6097.00 р.
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Описание: Introduction.- Simulation-Driven Design.- Fundamentals of Numerical Optimization.- Introduction to Surrogate-Based Modeling and Surrogate-Based Optimization.- Design Optimization Using Response Correction Techniques.- Surrogate-Based Optimization Using Parametric Response Correction.- Non-Parametric Response Correction Techniques.- Expedited Simulation-Driven Optimization Using Adaptively Adjusted Design Specification.- Surrogate-Assisted Design Optimization Using Response Features.- Enhancing Response Correction Techniques by Adjoint Sensitivity.- Multi-Objective Optimization Using Variable-Fidelity Models and Response Correction.- Physics-Base Surrogate Models Using Response Correction.- Summary and Discussion.- References.

Computation and Big Data for Transport: Digital Innovations in Surface and Air Transport Systems

Автор: Diez Pedro, Neittaanmдki Pekka, Periaux Jacques
Название: Computation and Big Data for Transport: Digital Innovations in Surface and Air Transport Systems
ISBN: 3030377547 ISBN-13(EAN): 9783030377540
Издательство: Springer
Цена: 19514.00 р.
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Описание: This book gathers the outcomes of the second ECCOMAS CM3 Conference series on transport, which addressed the main challenges and opportunities that computation and big data represent for transport and mobility in the automotive, logistics, aeronautics and marine-maritime fields.

Distributed Simulation: A Model Driven Engineering Approach

Автор: Topзu Okan, Durak Umut, Oğuztьzьn Halit
Название: Distributed Simulation: A Model Driven Engineering Approach
ISBN: 3319791362 ISBN-13(EAN): 9783319791364
Издательство: Springer
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Цена: 10976.00 р.
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Описание: Backed by substantive case studies, the novel approach to software engineering for distributed simulation outlined in this text demonstrates the potent synergies between model-driven techniques, simulation, intelligent agents, and computer systems development.


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