Black-box real-time identification of sub-regime of gas-liquid flow using Ultrasound Doppler Velocimetry with deep learning
Ning Mao, Amirah Nabilah Azman, Guangxin Ding, Yubo Jin, Can Kang, Hyoung-Bum Kim
Topics & Concepts
VelocimetryIdentification (biology)Black boxFlow (mathematics)Computer scienceDoppler effectConvolutional neural networkArtificial intelligenceMechanicsPhysicsBotanyAstronomyBiologyFlow Measurement and AnalysisFluid Dynamics and MixingWater Systems and Optimization