EngineeringGas ResourcesUltimate SolutionSimulationReservoir EngineeringBig Data InfrastructureBig Data ModelAnalytics-based ApproachesData ScienceData MiningManagementSystems EngineeringData IntegrationBig Data ArchitectureModeling And SimulationData ManagementData ModelingUnconventional OilKnowledge DiscoveryBig Data AlgorithmsComputer ScienceBig Data SearchReservoir SimulationReservoir ModelingBig Data AcquisitionReservoir ManagementPetroleum EngineeringBig Data
Abstract This paper presents challenges encountered during reservoir modeling and simulation, while demonstrating that the ultimate solution for these challenges can be approached in a Big Data (BD) framework using a combination of physics- and analytics-based approaches.
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Dimension Independent Similarity Computation
Reza Bosagh Zadeh, Ashish Goel · arXiv (Cornell University) · 2012 · 52 citations · Full text
Parallel sampling from big data with uncertainty distribution
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