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Effect of reservoir heterogeneity on well placement prediction in CO2-EOR projects using machine learning surrogate models: Benchmarking of boosting-based algorithms

Tanin Esfandi, Saeid Sadeghnejad, Arezou Jafari

2023Geoenergy Science and Engineering34 citationsDOI

Topics & Concepts

Boosting (machine learning)Gradient boostingEnhanced oil recoveryBenchmarkingGreenhouse gasComputer scienceAlgorithmAdaBoostReservoir simulationMachine learningHomogeneousPetroleum engineeringRandom forestArtificial intelligenceEnvironmental scienceEngineeringMathematicsGeologyMarketingSupport vector machineOceanographyCombinatoricsBusinessReservoir Engineering and Simulation MethodsEnhanced Oil Recovery TechniquesHydraulic Fracturing and Reservoir Analysis
Effect of reservoir heterogeneity on well placement prediction in CO2-EOR projects using machine learning surrogate models: Benchmarking of boosting-based algorithms | Litcius