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20242026
most citedA Dynamic Subspace Approach for Low-rank Approximation of Large-scale Nonlinear Systems

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stat.ML2024

Learning Latent Space Dynamics with Model-Form Uncertainties: A Stochastic Reduced-Order Modeling Approach

Jin Yi Yong, Rudy Geelen, Johann Guilleminot

This paper presents a probabilistic approach to represent and quantify model-form uncertainties in the reduced-order modeling of complex systems using operator inference techniques…