Advances in data-driven approaches and modeling of complex systems

Advances in data-driven approaches and modeling of complex systems
Author: Mohd Hafiz Mohd
Publisher: Frontiers Media SA
Total Pages: 133
Release: 2023-06-27
Genre: Science
ISBN: 2832526659


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Advances in data-driven approaches and modeling of complex systems
Language: en
Pages: 133
Authors: Mohd Hafiz Mohd
Categories: Science
Type: BOOK - Published: 2023-06-27 - Publisher: Frontiers Media SA

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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 Modeling & Scientific Computation
Language: en
Pages: 657
Authors: Jose Nathan Kutz
Categories: Computers
Type: BOOK - Published: 2013-08-08 - Publisher:

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Combining scientific computing methods and algorithms with modern data analysis techniques, including basic applications of compressive sensing and machine lear
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
Advances In Data-based Approaches For Hydrologic Modeling And Forecasting
Language: en
Pages: 542
Authors: Bellie Sivakumar
Categories: Science
Type: BOOK - Published: 2010-08-10 - Publisher: World Scientific

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This book comprehensively accounts the advances in data-based approaches for hydrologic modeling and forecasting. Eight major and most popular approaches are se