Multi-fidelity BO targets problems where two or more "information sources" are available to the researcher. Typically, the information sources generate measurements of the same property at different levels of fidelity, precision, or accuracy, and are available at varying cost. For instance, a chemical property could be estimated using a crude but inexpensive simulation (low-fidelity) as a proxy for an accurate but expensive experimental determination (high-fidelity).