Data driven fluid mechanics: Combining first principles and machine learning
Mendez, Miguel A.
Data driven fluid mechanics: Combining first principles and machine learning Miguel A. Mendez, Andrea Ianiro, Bernd R. Noack and Steven L. Brunton - United Kingdom: Cambridge University Press, 2023. - xviii,448p.
Big data and machine learning are driving profound technological progress across nearly every industry, and are rapidly shaping fluid mechanics research. This is a self-contained and pedagogical treatment of the data-driven tools that are leading research in model-order reduction, system identification, flow control, and turbulence closures.
9781108842143
Data driven fluid mechanics: Combining first principles and machine learning Miguel A. Mendez, Andrea Ianiro, Bernd R. Noack and Steven L. Brunton - United Kingdom: Cambridge University Press, 2023. - xviii,448p.
Big data and machine learning are driving profound technological progress across nearly every industry, and are rapidly shaping fluid mechanics research. This is a self-contained and pedagogical treatment of the data-driven tools that are leading research in model-order reduction, system identification, flow control, and turbulence closures.
9781108842143