Deep Learning-Accelerated Surrogate Optimization for High-Dimensional Well Control in Stress-Sensitive Reservoirs

Deep Learning-Accelerated Surrogate Optimization for High-Dimensional Well Control in Stress-Sensitive Reservoirs explores A deep learning framework accelerates high-dimensional well control optimization in stress-sensitive reservoirs by using a surrogate model to reduce computational cost by orders of magnitude.. Commercial viability score: 4/10 in Reservoir Optimization.