Data-Driven Fluid Mechanics
Language: en
Pages: 469
Authors: Miguel A. Mendez
Categories: Science
Type: BOOK - Published: 2023-01-31 - Publisher: Cambridge University Press

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This is the first book dedicated to data-driven methods for fluid dynamics, with applications in analysis, modeling, control, and closures.
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 MATLAB®.
Experimental Aerodynamics
Language: en
Pages: 454
Authors: Stefano Discetti
Categories: Technology & Engineering
Type: BOOK - Published: 2017-03-16 - Publisher: CRC Press

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Experimental Aerodynamics provides an up to date study of this key area of aeronautical engineering. The field has undergone significant evolution with the deve
Machine Learning Control – Taming Nonlinear Dynamics and Turbulence
Language: en
Pages: 229
Authors: Thomas Duriez
Categories: Technology & Engineering
Type: BOOK - Published: 2016-11-02 - Publisher: Springer

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This is the first textbook on a generally applicable control strategy for turbulence and other complex nonlinear systems. The approach of the book employs power
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