arXiv cs.LG
· Papers
GeoID-PINN: Identifiability-Aware Regional Epidemic Inference with Geographic Coupling
arXiv:2608.02633v1 Announce Type: new Abstract: Regional surveillance data reflect local transmission, reporting, seeding, and external infection pressure, which are difficult to identify separately. We introduce GeoID-PINN, a physics-informed neural network (PINN) for susceptible-infectious-recovered-deceased (SIRD) d