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: Michel Bergmann
Publisher: Frontiers Media SA
Total Pages: 178
Release: 2023-01-05
Genre: Science
ISBN: 2832510701


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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

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

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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: 615
Authors: Steven L. Brunton
Categories: Computers
Type: BOOK - Published: 2022-05-05 - Publisher: Cambridge University Press

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A textbook covering data-science and machine learning methods for modelling and control in engineering and science, with Python and MATLABĀ®.
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

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Data-driven discovery is revolutionizing how we model, predict, and control complex systems. Now with Python and MATLABĀ®, this textbook trains mathematical sci
Dynamic Mode Decomposition
Language: en
Pages: 241
Authors: J. Nathan Kutz
Categories: Science
Type: BOOK - Published: 2016-11-23 - Publisher: SIAM

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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-est