Machine Learning, Dynamical Systems and Control

Data Driven Resolvent Analysis

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  [ Video ]

Data-Driven Aeroelastic Models

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  [ Video ]

 

Robust Modal Decompositions for Fluids

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  [ Video ]

Modeling Synchronization in Turbulent Flows

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  [ Video ]

 

Extracting Traveling Wave Physics from Data

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  [ Video ]

MPC Optimal Trajectories and Fluid Coherent Structures

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  [ Video ]

 

Extra: Dominant Balance Physics

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  [ Video ]