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most citedA Dynamic Subspace Approach for Low-rank Approximation of Large-scale Nonlinear Systems

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nlin.PS2025

Efficient data-driven regression for reduced-order modeling of spatial pattern formation

Alessandro Alla, Rudy Geelen, Hannah Lu

We present an efficient data-driven regression approach for constructing reduced-order models (ROMs) of reaction-diffusion systems exhibiting pattern formation. The ROMs are learne…