1 citations · 1 across the 2 of their papers we have counts for
2 papers
cs.LG2022
Parallel Automatic History Matching Algorithm Using Reinforcement Learning
Omar S. Alolayan, Abdullah O. Alomar, John R. Williams
Reformulating the history matching problem from a least-square mathematical optimization problem into a Markov Decision Process introduces a method in which reinforcement learning…
cs.LG2021★ 1 cited
Towards Better Shale Gas Production Forecasting Using Transfer Learning
Omar S. Alolayan, Samuel J. Raymond, Justin B. Montgomery +1
Deep neural networks can generate more accurate shale gas production forecasts in counties with a limited number of sample wells by utilizing transfer learning. This paper provides…