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arXiv cs.LG·

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

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In three linesMamba-Assisted Closure (MAC) framework for reduced-order modeling of high-dimensional dynamical systems. Uses Mamba sequence model to predict non-Markovian closure term inspired by Mori-Zwanzig formalism. Outperforms GRU and Wilks method on viscous Burgers equation and chaotic Lorenz '96 system.
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