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F. Bonatesta

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#machine learning Preprint Jul 2026

fSRD: Fuzzy Spectral Region Decomposition -- Automated Multi Operator Koopman Representations via an Adaptive Spectral Learning Architecture

Fuzzy Spectral Region Decomposition (fSRD), a fully automated learning framework for estimating finite Koopman representation via multiple operators, and a data-adaptive framework for assembling locally invariant embeddings, termed Invariant Decomposition are introduced.

C. Bokor, M. Cary, Denise Morrey et al. · 0 citations