Seismic inversion based on principal component analysis and probabilistic neural network for prediction of porosity from post-stack seismic data
Nitin Verma, Ravi Kant, S. P. Maurya, Brijesh Kumar, Abhayveer Singh, G. Hema, Raghav Singh, Kumar Hemant Singh, Piyush Sarkar
Topics & Concepts
Principal component analysisStack (abstract data type)Seismic inversionGeologyArtificial neural networkProbabilistic logicSeismic to simulationPorosityInversion (geology)Component (thermodynamics)Computer scienceSeismologyData miningPattern recognition (psychology)Artificial intelligenceGeotechnical engineeringMathematicsProgramming languageTectonicsAzimuthPhysicsGeometryThermodynamicsSeismic Imaging and Inversion TechniquesHydrocarbon exploration and reservoir analysisHydraulic Fracturing and Reservoir Analysis