Low-Rank Tensors Applications for Dimensionality Reduction of Complex Hydrocarbon Reservoirs
Fahad I. Syed, Temoor Muther, Amirmasoud Kalantari Dahaghi, Shahin Negahban
Topics & Concepts
Rank (graph theory)Dimensionality reductionPetrophysicsCurse of dimensionalityComputer scienceField (mathematics)Data miningReservoir engineeringTensor (intrinsic definition)Reservoir simulationData cubePetroleum engineeringGeologyArtificial intelligenceMathematicsPetroleumGeotechnical engineeringPorosityPaleontologyPure mathematicsCombinatoricsTensor decomposition and applicationsNMR spectroscopy and applicationsSeismic Imaging and Inversion Techniques