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.
Epidemiology and Transmission Dynamics of Infectious Diseases and Control Measures
1 Pith paper cite this work, alongside 22 external citations. Polarity classification is still indexing.
1
Pith paper citing it
22
external citations · OpenAlex
fields
cs.LG 1years
2026 1verdicts
REJECT 1representative citing papers
citing papers explorer
-
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.