Design and analysis of multi-fidelity computer experiments

I’m interested in developing new statistcal emulators and experimental designs for multi-fidelity computer experiments. The hope is to

• maximize predictive power of the multi-fidelity emulator via a careful design of experiments, and
• ensure this model achieves a desired error tolerance with confidence.

A preliminary result can be found in Sung, Ji, Tang, and Mak (2023+).