A study on multi-exponential inversion of nuclear magnetic resonance relaxation data using deep learning
Gang Luo, Lizhi Xiao, Sihui Luo, Guangzhi Liao, Rongbo Shao
Topics & Concepts
Computer scienceConvolutional neural networkInversion (geology)Exponential functionArtificial neural networkArtificial intelligenceA priori and a posterioriDeep learningGaussianNuclear magnetic resonanceAlgorithmMathematicsPhysicsChemistryGeologyComputational chemistryPhilosophyMathematical analysisStructural basinEpistemologyPaleontologyNMR spectroscopy and applicationsHydrocarbon exploration and reservoir analysisSeismic Imaging and Inversion Techniques