Prior-informed Uncertainty Modelling with Bayesian Polynomial Approximations

Chun Yui Wong, Pranay Seshadri, Andrew B. Duncan +2

Orthogonal polynomial approximations form the foundation to a set of well-established methods for uncertainty quantification known as polynomial chaos. These approximations deliver…