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Interpretable and Generalizable Machine Learning for Fluid Dynamics - Steven Brunton

Interpretable and Generalizable Machine Learning for Fluid Dynamics - Steven Brunton

Kavli Institute for Theoretical Physics via YouTube Direct link

Machine Learning Philosophy

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Machine Learning Philosophy

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Interpretable and Generalizable Machine Learning for Fluid Dynamics - Steven Brunton

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  1. 1 Introduction
  2. 2 Review Paper
  3. 3 Machine Learning for Fluid Dynamics
  4. 4 Patterns in Data
  5. 5 Example
  6. 6 Machine Learning Philosophy
  7. 7 Sparse Identification of Nonlinear Dynamics
  8. 8 Joint Loss
  9. 9 Constraints

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