Density Estimation in Uncertainty Propagation Problems Using a Surrogate Model

Adi Ditkowski, Gadi Fibich, Amir Sagiv

The effect of uncertainties and noise on a quantity of interest (model output) is often better described by its probability density function (PDF) than by its moments. Although den…