Machine learning-driven velocity–resistivity modeling: A novel explicit framework for near-surface characterization
Adedibu Sunny Akingboye, Andy Anderson Bery, Hui Tang, Ayokunle Olalekan Ige, Joseph Gnapragasan, Mbuotidem David Dick
Topics & Concepts
Electrical resistivity tomographyGeologyCluster analysisArtificial neural networkTerrainSupport vector machineInterpolation (computer graphics)Computer scienceGeophysical imagingStability (learning theory)ScalabilityDecision treeData miningArtificial intelligenceRandom forestMachine learningGround truthReliability (semiconductor)AlgorithmGeophysicsData integrationBoundary (topology)Remote sensingMargin (machine learning)Digital elevation modelTree (set theory)TomographyTest dataTest caseDomain (mathematical analysis)Scale (ratio)Sampling (signal processing)TriangulationData acquisitionBig dataRepresentation (politics)Geophysical and Geoelectrical MethodsGeophysical Methods and ApplicationsSeismic Waves and Analysis