Context-aware learning of hierarchies of low-fidelity models for multi-fidelity uncertainty quantification

Ionut-Gabriel Farcas, Benjamin Peherstorfer, Tobias Neckel +2

Multi-fidelity Monte Carlo methods leverage low-fidelity and surrogate models for variance reduction to make tractable uncertainty quantification even when numerically simulating t…