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Zhifei Wei

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#machine learning Jun 2026

Mamba-Assisted Non-Markovian Closure for Reduced-Order Modeling

The Mamba-Assisted Closure (MAC) framework is proposed, which employs a Mamba-based sequence model to predict the closure from the resolved trajectory and couples the learned closure with the reduced-order governing equations through a numerical integrator to advance the resolved variables in time.

Zhifei Wei, S. Qadeer, Panos Stinis · arXiv.org · 0 citations