A general framework for data-driven uncertainty quantification under complex input dependencies using vine copulas

E. Torre, S. Marelli, P. Embrechts +1

Systems subject to uncertain inputs produce uncertain responses. Uncertainty quantification (UQ) deals with the estimation of statistics of the system response, given a computation…