EpiNode—a VMD-decomposed, three-latent-ODE SIRS hybrid—is reported to cut long-horizon RMSE by 15–35% and improve peak timing on seasonal and non-seasonal epidemic data, though a key forecast step is unspecified.
Forecasting seasonal outbreaks of influenza
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How (Not) to Hybridize Neural and Mechanistic Models for Epidemiological Forecasting
EpiNode—a VMD-decomposed, three-latent-ODE SIRS hybrid—is reported to cut long-horizon RMSE by 15–35% and improve peak timing on seasonal and non-seasonal epidemic data, though a key forecast step is unspecified.