38 citations · 38 across the 2 of their papers we have counts for
2 papers
cs.LG2022
Multi-Asset Closed-Loop Reservoir Management Using Deep Reinforcement Learning
Yusuf Nasir, Louis J. Durlofsky
Closed-loop reservoir management (CLRM), in which history matching and production optimization are performed multiple times over the life of an asset, can provide significant impro…
physics.comp-ph2022★ 38 cited
Deep reinforcement learning for optimal well control in subsurface systems with uncertain geology
Yusuf Nasir, Louis J. Durlofsky
A general control policy framework based on deep reinforcement learning (DRL) is introduced for closed-loop decision making in subsurface flow settings. Traditional closed-loop mod…