Multi-fidelity Gaussian process surrogate modeling for regression problems in physics

Kislaya Ravi, Vladyslav Fediukov, Felix Dietrich +4

One of the main challenges in surrogate modeling is the limited availability of data due to resource constraints associated with computationally expensive simulations. Multi-fideli…