Matthias G.R. Faes

Response probability distribution estimation of expensive computer simulators: A Bayesian active learning perspective using Gaussian process regression

2024 · arXiv (Cornell University)

Estimation of the response probability distributions of computer simulators in the presence of randomness is a crucial task in many fields. However, achieving this task with guaranteed accuracy remains an open computational challenge, especially for …