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20242026
most citedFast prediction of plasma instabilities with sparse-grid-accelerated optimized dynamic mode decomposition

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cs.LG2026

Deep Invertible Autoencoders for Dimensionality Reduction of Dynamical Systems

Nicolò Botteghi, Silke Glas, Christoph Brune

Constructing reduced-order models (ROMs) capable of efficiently predicting the evolution of high-dimensional, parametric systems is crucial in many applications in engineering and…