To solve this problem, researchers have adopted the concept of multi-fidelity modeling that enhances the predictive accuracy of the limited number of highly accurate (high-fidelity) data.

and high-fidelity (HF) samples of the QoI. This model allows for the approximation of the statistics of the HF QoI by leveraging information derived from its LF counterpart. Specifically, we design a ...

A Practical Guide for Teachers and Providers” is the first book to provide “a comprehensive, step-by-step overview of the ...