Robust optimization of the locations and types of multiple wells using CNN based proxy models
Joonyi Kim, Hyungjun Yang, Jonggeun Choe
Topics & Concepts
ChannelizedParticle swarm optimizationProxy (statistics)Computer scienceReservoir simulationComputationAlgorithmReservoir modelingMathematical optimizationNonlinear systemData miningMachine learningGeologyPetroleum engineeringMathematicsTelecommunicationsQuantum mechanicsPhysicsReservoir Engineering and Simulation MethodsHydraulic Fracturing and Reservoir AnalysisDrilling and Well Engineering