Data-driven simulation of two-dimensional cross-correlated random fields from limited measurements using joint sparse representation
Zheng Guan, Yu Wang
Topics & Concepts
Random fieldMarkov random fieldMarkov chain Monte CarloComputer scienceAlgorithmSampling (signal processing)Field (mathematics)Monte Carlo methodSpatial correlationCross-correlationRepresentation (politics)Generator (circuit theory)Spatial analysisMarkov chainData miningBayesian probabilityMathematicsStatisticsArtificial intelligencePhysicsMachine learningPure mathematicsComputer visionPoliticsImage segmentationPolitical scienceQuantum mechanicsLawFilter (signal processing)SegmentationPower (physics)TelecommunicationsInfrastructure Maintenance and MonitoringSoil Geostatistics and MappingGeotechnical Engineering and Analysis