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Sparse Koopman Autoencoders

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04:00

2026-09-01

arxiv.org

machine-learning

Sparse Koopman Autoencoders Identify Local Dynamical Regimes in Multibasin Systems

Researchers introduced Sparse Koopman Autoencoders (SKAEs), which use a sparsity-inducing objective to identify local dynamical regimes in multibasin systems without basin labels, achieving superior f…

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