Machine Learning for Fluid Mechanics

Machine Learning for Fluid Mechanics

Steve Brunton via YouTube Direct link

autoencoders

13 of 16

13 of 16

autoencoders

Class Central Classrooms beta

YouTube playlists curated by Class Central.

Classroom Contents

Machine Learning for Fluid Mechanics

Automatically move to the next video in the Classroom when playback concludes

  1. 1 Introduction
  2. 2 What is Machine Learning
  3. 3 Machine Learning is not Magic
  4. 4 History of Machine Learning
  5. 5 AI Winter
  6. 6 Patterns
  7. 7 orthogonal decomposition
  8. 8 lowdimensional patterns
  9. 9 boundary layer simulations
  10. 10 turbulent energy cascade
  11. 11 closure modeling
  12. 12 superresolution
  13. 13 autoencoders
  14. 14 reduced order models
  15. 15 flow control
  16. 16 inspiration from biology

Never Stop Learning.

Get personalized course recommendations, track subjects and courses with reminders, and more.

Someone learning on their laptop while sitting on the floor.