Sequential field development plan through robust optimization coupling with CNN and LSTM-based proxy models
Joonyi Kim, Jonggeun Choe, Kyungbook Lee
Topics & Concepts
Particle swarm optimizationComputer scienceOverfittingProxy (statistics)Artificial neural networkOil fieldMathematical optimizationReservoir simulationArtificial intelligenceData miningAlgorithmMachine learningEngineeringPetroleum engineeringMathematicsReservoir Engineering and Simulation MethodsDrilling and Well EngineeringHydraulic Fracturing and Reservoir Analysis