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A hybrid deep learning model towards flow pattern identification of gas-liquid two-phase flows in horizontal pipe

Tingxia Ma, Tengzan Wang, Lin Wang, Jianying Tan, Yujiao Cao, Junyu Guo, Junyu Guo

2025Energy19 citationsDOI

Topics & Concepts

Two-phase flowFlow (mathematics)Petroleum engineeringIdentification (biology)Pipe flowMultiphase flowMechanicsGeologyEnvironmental scienceComputer scienceMaterials sciencePhysicsTurbulenceBiologyBotanyFluid Dynamics and MixingFlow Measurement and AnalysisNuclear Engineering Thermal-Hydraulics
A hybrid deep learning model towards flow pattern identification of gas-liquid two-phase flows in horizontal pipe | Litcius