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Taming Non-Linear Dynamics and Turbulence with Machine Learning Control

期刊: ERCIM NEWS, 2020; (122)

Machine learning control is a model-free method based on artificial intelligence techniques to build optimal control laws exploiting non-linear dynami......

Low-Dimensional Flow Models from High-Dimensional Flow Data with Machine Learning and First Principles

期刊: ERCIM NEWS, 2020; (122)

Reduced-order modelling and system identification can help us figure out the elementary degrees of freedom and the underlying mechanisms from the high......

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