Accelerating Uncertainty Quantification of Groundwater Flow Modelling Using a Deep Neural Network Proxy

Mikkel B. Lykkegaard, Tim J. Dodwell, David Moxey

Quantifying the uncertainty in model parameters and output is a critical component in model-driven decision support systems for groundwater management. This paper presents a novel…