Daily Archives: November 21, 2025

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A study by MOX (Department of Mathematics), Mechanical Engineering @ PoliMI, and University of Washington published in Nature Communications

The paper “Reduced order modeling with shallow recurrent decoder networks”, signed by Matteo Tomasetto, Jan P. Williams, Francesco Braghin, Andrea Manzoni, and J. Nathan Kutz, has been published in the prestigious journal Nature Communications. The work proposes a new deep learning architecture (SHRED-ROM) capable of reconstructing high-dimensional state dynamics, such […]