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Fan Bu

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Preprint Jul 2026

GeoID-PINN: Identifiability-Aware Regional Epidemic Inference with Geographic Coupling

GeoID-PINN, a physics-informed neural network (PINN) for susceptible-infectious-recovered-deceased (SIRD) dynamics is introduced and similar performance across plausible priors supports structured regularization but not unique edge recovery.

Weixiong Hua, Fan Bu · 0 citations

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