Have you ever happened to use GPS and realised that it is not working properly? The Sun and a Space Weather effect called Travelling Ionospheric Disturbances (TIDs) could be responsible. We will present an explainable TIDs forecasting model, based on CatBoost and using several physical drivers to make forecasts.