Surrogate Modelling of Proton Dose with Monte Carlo Dropout Uncertainty Quantification

Aaron Pim, Tristan Pryer

Accurate proton dose calculation using Monte Carlo (MC) is computationally demanding in workflows like robust optimisation, adaptive replanning, and probabilistic inference, which…