Urban Flow

Distribution of the LES concentration predictions in the input parameter space

PPMLES – Perturbed-Parameter ensemble of MUST Large-Eddy Simulations

This dataset contains an ensemble of large-eddy simulations of pollutant dispersion.

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.