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MSML21: Mathematical and Scientific Machine Learning
Starts in 5 minutes:
msml21.github.io/
No registration is needed - they are just handling it in a relaxed fashion
msml21.github.io/
No registration is needed - they are just handling it in a relaxed fashion
no subject
Replacing rules for coarse-grained evolution so that it is precise(that is, equal to coarse-graining of the high-res simulation)
Trained from high-res simulations of small pieces
"Put in as little machine learning as possible and see how far we can get"
He likes doing things in JAX: https://github.com/google/jax-cfd
Multi-step loss is essential
"Some of the problems mentioned at the beginning are still intractable, but every 1000x acceleration helps ;-) " - I love this way to formulate it