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A comment on Physics-Based Deep Learning Book. Parent comment
https://mitmath.github.io/18337/lecture3/sciml.html
https://diffeqflux.sciml.ai/dev/
https://www.youtube.com/watch?v=HKJB0Bjo6tQ (Interpretable Deep Learning for Physics - I don't think there's any Julia in the video itself, but Miles Cranmer uses Julia for this work - he created SymbolicRegression.jl)
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https://mitmath.github.io/18337/lecture3/sciml.html
https://diffeqflux.sciml.ai/dev/
https://www.youtube.com/watch?v=HKJB0Bjo6tQ (Interpretable Deep Learning for Physics - I don't think there's any Julia in the video itself, but Miles Cranmer uses Julia for this work - he created SymbolicRegression.jl)