General multi-fidelity surrogate models: Framework and active learning strategies for efficient rare event simulation

Promit Chakroborty, Somayajulu L. N. Dhulipala, Yifeng Che +4

Estimating the probability of failure for complex real-world systems using high-fidelity computational models is often prohibitively expensive, especially when the probability is s…