Reliability diagrams of the surrogate uncertainty estimates.

[Preprint] Uncertainty-aware surrogate modeling for urban air pollutant dispersion prediction

This paper tells the construction and validation of a surrogate model for atmospheric pollutant dispersion. We show that the selected approach is able to embed accurately the uncertainty at stakes.

August 2024 · Eliott Lumet, Mélanie C. Rochoux, Thomas Jaravel, Simon Lacroix