Proceedings of the National Academy of Sciences, Volume 123, Issue 16, April 2026. <br/>SignificanceWe present sparse identification of nonlinear dynamics with shallow recurrent decoders (SINDy-SHRED), which jointly solves the sensing, model reduction and model identification problem with simple implementation, efficient computation, and …
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