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Machine Learning for Fluid Dynamics: Models and Control

Machine Learning for Fluid Dynamics: Models and Control

Steve Brunton via YouTube Direct link

MACHINE LEARNING FOR FLUID MECHANICS

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MACHINE LEARNING FOR FLUID MECHANICS

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Machine Learning for Fluid Dynamics: Models and Control

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  1. 1 MACHINE LEARNING FOR FLUID MECHANICS
  2. 2 PATTERNS EXIST
  3. 3 COMPLEXITY
  4. 4 Kolmogorov Energy Cascade
  5. 5 RANS CLOSURE MODELS
  6. 6 Sparse Identification of Nonlinear Dynamics (SINDY)
  7. 7 Deep MPC for Fluid Flow Control

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