Porosity prediction from pre-stack seismic data via committee machine with optimized parameters
Amin Gholami, Masoud Amirpour, Hamid Reza Ansari, Seyed Mohsen Seyedali, Amir Semnani, Naser Golsanami, Ehsan Heidaryan, Mehdi Ostadhassan
Topics & Concepts
PorosityArtificial neural networkSupport vector machineMean squared errorWell loggingApproximation errorAlgorithmCorrelation coefficientOil fieldCoefficient of determinationComputer scienceMathematicsData miningGeologyStatisticsMachine learningPetroleum engineeringGeotechnical engineeringReservoir Engineering and Simulation MethodsHydraulic Fracturing and Reservoir AnalysisHydrocarbon exploration and reservoir analysis