Leando Farina. Navigating Sparsity and Nonlinearity: Deep Learning for
Temporal Interpolation of Ocean Wave Spectra
Time: 2025-01-22, 14:30-15:30
Location: R3-121
Video link: https://mdu-se.zoom.us/j/69339369403 External link.
Participating: Leandro Farina (Federal University of Rio Grande do Sul (UFRGS), Porto Alegre, Brazil)
Abstract: The directional spectrum of ocean waves is a sparse function characterized by variable peaks and nonlinear evolution. Furthermore, observational data is often noisy, particularly in the higher-order moments of the spectrum. This talk explores the mathematical challenges associated with the temporal interpolation of these wave spectra. We present a comparative analysis of various interpolation techniques, ranging from |
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