Assessing the performance of correlation-based multi-fidelity neural emulators

Cristian J. Villatoro, Gianluca Geraci, Daniele E. Schiavazzi

Outer loop tasks such as optimization, uncertainty quantification or inference can easily become intractable when the underlying high-fidelity model is computationally expensive. S…