AI RESEARCH
Learnable Koopman-Enhanced Transformer-Based Time Series Forecasting with Spectral Control
arXiv CS.AI
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ArXi:2602.02592v2 Announce Type: replace-cross This paper proposes a unified family of learnable Koopman operator parameterizations that integrate linear dynamical systems theory with modern deep learning forecasting architectures. We