Litcius/Paper detail

Synthetic geochemical well logs generation using ensemble machine learning techniques for the Brazilian pre-salt reservoirs

Lucas Abreu Blanes de Oliveira, Cleyton de Carvalho Carneiro

2020Journal of Petroleum Science and Engineering48 citationsDOI

Topics & Concepts

Well loggingPorosityReservoir modelingMean squared errorAdaBoostSupport vector machineGeologyMachine learningMineralogyAlgorithmArtificial intelligencePetroleum engineeringComputer scienceMathematicsStatisticsGeotechnical engineeringGeochemistry and Geologic MappingHydrocarbon exploration and reservoir analysisMineral Processing and Grinding
Synthetic geochemical well logs generation using ensemble machine learning techniques for the Brazilian pre-salt reservoirs | Litcius