NMR log response prediction from conventional petrophysical logs with XGBoost-PSO framework
Bo Liu, Auref Rostamian, Mahdi Kheirollahi, Seyyedeh Forough Mirseyed, Erfan Mohammadian, Naser Golsanami, Kouqi Liu, Mehdi Ostadhassan
Topics & Concepts
Particle swarm optimizationPorosityWell loggingPetrophysicsPermeability (electromagnetism)LoggingHyperparameterComputer sciencePetroleum engineeringEnvironmental scienceAlgorithmGeologyChemistryGeotechnical engineeringBiochemistryMembraneBiologyEcologyNMR spectroscopy and applicationsHydrocarbon exploration and reservoir analysisReservoir Engineering and Simulation Methods