Si-Han Xu

Temporally Constrained Long Short-Term Memory Surrogate Modeling for Water-Cut Prediction in Simulated Reservoir Scenarios

Dynamic prediction of reservoir water cut supports development-plan optimization and injection-production control. The 3000 scenarios sampled the reservoir-production-control response space, and the surrogate model learned the mapping from input conditions to dynamic responses for rapid prediction of unseen scenarios....