Adaptive machine learning based surrogate modeling to accelerate PDE-constrained optimization in enhanced oil recovery

Tim Keil, Hendrik Kleikamp, Rolf J Lorentzen +2

In this contribution, we develop an efficient surrogate modeling framework for simulation-based optimization of enhanced oil recovery, where we particularly focus on polymer floodi…