Deep learning enhanced cost-aware multi-fidelity uncertainty quantification of a computational model for radiotherapy

Piermario Vitullo, Nicola Rares Franco, Paolo Zunino

Forward uncertainty quantification (UQ) for partial differential equations is a many-query task that requires a significant number of model evaluations. The objective of this work…