Submitted by cautioushedonist t3_yto34q in MachineLearning
cautioushedonist OP t1_iw5uajx wrote
Reply to comment by moist_buckets in [D] When was the last time you wrote a custom neural net? by cautioushedonist
Astrophysics is an interesting use-case!
Can you share with us what the data looks like? Is it structured, tabular data?
moist_buckets t1_iw7ryet wrote
My latest project is modeling irregularly sampled multivariate time series using neural differential equations. We want to both reconstruct the time series and also do parameter estimation. The architecture is a variational auto encoder where the decoder is the neural differential equation.
HallowedAntiquity t1_iw8917k wrote
This sounds cool. I’m a physicist with an interest in ML—would you happen to have a link to a paper?
moist_buckets t1_iw8b39a wrote
No not yet haha. I’m still working on it so it’ll be probably 6 months until it’s actually published.
HallowedAntiquity t1_iw8bjjk wrote
Cool. Good luck.
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