Data-driven modeling and optimization in fluid dynamics: From physics-based to machine learning approaches

Data-driven modeling and optimization in fluid dynamics: From physics-based to machine learning approaches
Author :
Publisher : Frontiers Media SA
Total Pages : 178
Release :
ISBN-10 : 9782832510704
ISBN-13 : 2832510701
Rating : 4/5 (701 Downloads)

Book Synopsis Data-driven modeling and optimization in fluid dynamics: From physics-based to machine learning approaches by : Michel Bergmann

Download or read book Data-driven modeling and optimization in fluid dynamics: From physics-based to machine learning approaches written by Michel Bergmann and published by Frontiers Media SA. This book was released on 2023-01-05 with total page 178 pages. Available in PDF, EPUB and Kindle. Book excerpt:


Data-driven modeling and optimization in fluid dynamics: From physics-based to machine learning approaches Related Books

Data-driven modeling and optimization in fluid dynamics: From physics-based to machine learning approaches
Language: en
Pages: 178
Authors: Michel Bergmann
Categories: Science
Type: BOOK - Published: 2023-01-05 - Publisher: Frontiers Media SA

DOWNLOAD EBOOK

Data-Driven Fluid Mechanics
Language: en
Pages: 470
Authors: Miguel A. Mendez
Categories: Science
Type: BOOK - Published: 2022-12-31 - Publisher: Cambridge University Press

DOWNLOAD EBOOK

Data-driven methods have become an essential part of the methodological portfolio of fluid dynamicists, motivating students and practitioners to gather practica
Data-Driven Science and Engineering
Language: en
Pages: 616
Authors: Steven L. Brunton
Categories: Computers
Type: BOOK - Published: 2022-05-05 - Publisher: Cambridge University Press

DOWNLOAD EBOOK

Data-driven discovery is revolutionizing how we model, predict, and control complex systems. Now with Python and MATLABĀ®, this textbook trains mathematical sci
Data-Driven Modeling, Filtering and Control
Language: en
Pages: 300
Authors: Carlo Novara
Categories: Technology & Engineering
Type: BOOK - Published: 2019-09 - Publisher: Control, Robotics and Sensors

DOWNLOAD EBOOK

Using important examples, this book showcases the potential of the latest data-based and data-driven methodologies for filter and control design. It discusses t
Data-Driven Modeling & Scientific Computation
Language: en
Pages: 657
Authors: J. Nathan Kutz
Categories: Computers
Type: BOOK - Published: 2013-08-08 - Publisher: Oxford University Press

DOWNLOAD EBOOK

Combining scientific computing methods and algorithms with modern data analysis techniques, including basic applications of compressive sensing and machine lear