Uncertainty-aware Multi-fidelity Closure via Conditional Normalizing Flows

Jice Zeng, Shady E. Ahmed, David Barajas-Solano +1

Reduced-order models (ROMs) provide efficient surrogates for complex multiscale systems, but their predictive accuracy is often compromised by truncation errors and the inadequate…