Multi-fidelity modeling with different input domain definitions using Deep Gaussian Processes

Ali Hebbal, Loic Brevault, Mathieu Balesdent +2

Multi-fidelity approaches combine different models built on a scarce but accurate data-set (high-fidelity data-set), and a large but approximate one (low-fidelity data-set) in orde…