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most citedEnsemble-localized Kernel Density Estimation with Applications to the Ensemble Gaussian Mixture Filter

3 citations · 6 across the 7 of their papers we have counts for

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cs.LG2023

Small-data Reduced Order Modeling of Chaotic Dynamics through SyCo-AE: Synthetically Constrained Autoencoders

Andrey A. Popov, Renato Zanetti

Data-driven reduced order modeling of chaotic dynamics can result in systems that either dissipate or diverge catastrophically. Leveraging non-linear dimensionality reduction of au…