Learning Science with Machine Learning - Opening the Pandora Box

Learning Science with Machine Learning - Opening the Pandora Box

APS Physics via YouTube Direct link

Interrogating the learned model What happens we change the phase of the input mode? UNET

9 of 11

9 of 11

Interrogating the learned model What happens we change the phase of the input mode? UNET

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Learning Science with Machine Learning - Opening the Pandora Box

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  1. 1 Intro
  2. 2 Traditional Cosmology analysis
  3. 3 Can we use Machine Learning to extract more information from the following datasets?
  4. 4 Training. Validation and Testing with O(100)s of simulations
  5. 5 Now as scientists, we have lots of questions..
  6. 6 Can we interpret what the model is learning?
  7. 7 Foray into understanding what the heck the Model is learning
  8. 8 Input mode: A Plane Wave What happen if we have power only one scale?
  9. 9 Interrogating the learned model What happens we change the phase of the input mode? UNET
  10. 10 Let's leave you with questions: Why?
  11. 11 My possible climb to fame?

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