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Stable by Construction: Variational Latent Markov Operators for Long-Horizon PDE Prediction

This story is from 2026-09-16. It is preserved in the archive; the latest stories are on the live feed.

arXiv:2609.16621v1 Announce Type: cross Abstract: Neural PDE solvers provide efficient surrogates for time-dependent physical systems, but autoregressive prediction over long horizons remains challenging because local errors can induce distribution shift and accumulate under recursive deployment. W…

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  1. 2026-09-16 04:00 · arXiv stat.ML
    Stable by Construction: Variational Latent Markov Operators for Long-Horizon PDE Prediction

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