Bayesian optimisation approach to quantify the effect of input parameter uncertainty on predictions of numerical physics simulations

Samuel G. McCallum, James E. Lerpiniére, Kjeld O. Jensen +1

An understanding of how input parameter uncertainty in the numerical simulation of physical models leads to simulation output uncertainty is a challenging task. Common methods for…