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Data-Driven Science and Engineering: Machine Learning, Dynamical Systems, and Control by Steven L. Brunton
RRP: $101.40Booksplease Price: $90.30Data-driven discovery is revolutionizing how we model, predict, and control complex systems. Now with Python and MATLAB (R), this textbook trains mathematical scientists and engineers for the next... -
Data-Driven Science and Engineering: Machine Learning, Dynamical Systems, and Control by Steven L. Brunton 9781108422093
Booksplease Price: $105.24Data-driven discovery is revolutionizing the modeling, prediction, and control of complex systems. This textbook brings together machine learning, engineering mathematics, and mathematical physics to... -
Dynamic Mode Decomposition: Data-Driven Modeling of Complex Systems by J. Nathan Kutz 9781611974492
RRP: $128.70Booksplease Price: $117.10Data-driven dynamical systems is a burgeoning field, connecting how measurements of nonlinear dynamical systems and/or complex systems can be used with well-established methods in dynamical systems... -
Data-Driven Fluid Mechanics: Combining First Principles and Machine Learning by Miguel A. Mendez
RRP: $120.90Booksplease Price: $112.55Data-driven methods have become an essential part of the methodological portfolio of fluid dynamicists, motivating students and practitioners to gather practical knowledge from a diverse range of... -
Transport Barriers and Coherent Structures in Flow Data: Advective, Diffusive, Stochastic and Active Methods by George Haller
RRP: $161.85Booksplease Price: $140.85Transport barriers are observed inhibitors of the spread of substances in flows. The collection of such barriers offers a powerful geometric template that frames the main pathways, or lack thereof,...