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Accurate gas volume fraction (GVF) measurement in gas-liquid two-phase flow remains a key challenge in industrial process monitoring and control. In order to address this, a deep learning-based soft ...

Identification of bubbles and flow interruptions in microscale liquid systems is a significant subject. We propose an innovative method using forward Brillouin scattering (FBS) in optical waveguide to ...