- Article
A Physics-Informed Neural Network Aided Venturi–Microwave Co-Sensing Method for Three-Phase Metering
- Jinhua Tan,
- Yuxiao Yuan,
- Ying Xu,
- Jingya Wang,
- Zirui Song,
- Rongji Zuo,
- Zhengyang Chen and
- Chao Yuan
Addressing the challenges of online measurement of oil-gas-water three-phase flow under high gas–liquid ratio (GVF > 90%) conditions (fire-driven mining, gas injection mining, natural gas mining), which rely heavily on radioactive sources, t...

