Evaluation of unsupervised machine learning frameworks to select representative geological realizations for uncertainty quantification
Seyed Kourosh Mahjour, Luís Otávio Mendes da Silva, Luís A. A. Meira, Guilherme Palermo Coelho, Antonio Alberto de Souza dos Santos, Denis José Schiozer
Topics & Concepts
Computer scienceData miningDimensionality reductionBenchmark (surveying)Uncertainty quantificationCluster analysisPairwise comparisonAdjacency listAlgorithmArtificial intelligenceMachine learningGeographyGeodesyReservoir Engineering and Simulation MethodsHydraulic Fracturing and Reservoir AnalysisEnhanced Oil Recovery Techniques