Gearing Gaussian process modeling and sequential design towards stochastic simulators

Mickael Binois, Arindam Fadikar, Abby Stevens

This chapter presents specific aspects of Gaussian process modeling in the presence of complex noise. Starting from the standard homoscedastic model, various generalizations from t…