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I’m pretty sure computational chemists were combining NNs with Kalman Filters for a while now… I recall the issue it was slow due to the N^2 size of the covariance matrix



Surprised they hadn't found ways to advance their techniques with e.g. low-rank approximations, etc.


That’s one strategy. Also flash attention.




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