Machine Learning Control – Taming Nonlinear Dynamics and Turbulence
Language: en
Pages: 211
Authors: Thomas Duriez
Categories: Technology & Engineering
Type: BOOK - Published: 2016-11-02 - Publisher: Springer

GET EBOOK

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
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

GET EBOOK

A textbook covering data-science and machine learning methods for modelling and control in engineering and science, with Python and MATLAB®.
Dynamic Mode Decomposition
Language: en
Pages: 241
Authors: J. Nathan Kutz
Categories: Science
Type: BOOK - Published: 2016-11-23 - Publisher: SIAM

GET EBOOK

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
Knowledge Guided Machine Learning
Language: en
Pages: 442
Authors: Anuj Karpatne
Categories: Business & Economics
Type: BOOK - Published: 2022-08-15 - Publisher: CRC Press

GET EBOOK

Given their tremendous success in commercial applications, machine learning (ML) models are increasingly being considered as alternatives to science-based model
Advances in Critical Flow Dynamics Involving Moving/Deformable Structures with Design Applications
Language: en
Pages: 599
Authors: Marianna Braza
Categories: Technology & Engineering
Type: BOOK - Published: 2021-02-10 - Publisher: Springer Nature

GET EBOOK

This book reports on the latest knowledge concerning critical phenomena arising in fluid-structure interaction due to movement and/or deformation of bodies. The