A hybrid mosquito model that replaces a fixed empirical development rate with a PINN-learned weather-dependent rate improves adult abundance and peak forecasts compared with the standard ODE model.
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Modelling Mosquito Population Dynamics using PINN-derived Empirical Parameters
A hybrid mosquito model that replaces a fixed empirical development rate with a PINN-learned weather-dependent rate improves adult abundance and peak forecasts compared with the standard ODE model.