Residual-guided neural dictionary learning reduces spectral pollution and improves forecast accuracy in Koopman approximations on benchmarks and sea-surface temperature data.
Brunton, Bernd R
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Residual-Guided Dictionary Learning for Spectrally Accurate Koopman Approximation
Residual-guided neural dictionary learning reduces spectral pollution and improves forecast accuracy in Koopman approximations on benchmarks and sea-surface temperature data.