Figure 1.

A pedagogical example: (a) exact low- and high-fidelity functions (see equations (3.1) and (3.2)), along with the observations used for training the multi-fidelity GP models. (b) Exact solution versus a single-fidelity GP regression trained on the 14 high-fidelity observations. (Online version in colour.)