Julien Waeytens

Sequential Bayesian identification using multi-fidelity Gaussian process surrogates: Application to an inverse transient thermal problem

A sequential Bayesian inversion algorithm is proposed for the estimation of unknown parameters in complex physical models, particularly when dealing with expensive simulations, a frequent challenge in industrial applications. The approach aims to accurately infer the posterior di...