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Authors: Steven L. Brunton
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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®.
Data-driven modeling and optimization in fluid dynamics: From physics-based to machine learning approaches
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Dynamic Mode Decomposition
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Authors: J. Nathan Kutz
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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
Data-Driven Modeling & Scientific Computation
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Combining scientific computing methods and algorithms with modern data analysis techniques, including basic applications of compressive sensing and machine lear
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