Support-vector regression accelerated well location optimization: algorithm, validation, and field testing
Faruk O. Alpak, Vivek Jain
Topics & Concepts
Computer scienceSupport vector machineMathematical optimizationProxy (statistics)AlgorithmOptimization problemWorkflowData miningSimulationMachine learningMathematicsDatabaseReservoir Engineering and Simulation MethodsHydraulic Fracturing and Reservoir AnalysisOil and Gas Production Techniques