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

Chao Dang, Marcos A. Valdebenito, Nataly A. Manque +2

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 guaran…