Interpretable knowledge-guided framework for modeling reservoir water-sensitivity damage based on Light Gradient Boosting Machine using Bayesian optimization and hybrid feature mining
Keming Sheng, Guancheng Jiang, Mingliang Du, Yinbo He, Tengfei Dong, Lili Yang
Topics & Concepts
Computer scienceGradient boostingBayesian optimizationSensitivity (control systems)Artificial intelligenceMachine learningBoosting (machine learning)Feature (linguistics)Bayesian probabilityData miningRandom forestPhilosophyElectronic engineeringLinguisticsEngineeringReservoir Engineering and Simulation MethodsHydrological Forecasting Using AIOil and Gas Production Techniques