Yuxin Zhu

Physics-Guided and Horizon-Aware Dynamic Liquid-Level Identification and Forecasting in Oil Wells Using Distributed Temperature Sensing

Accurate dynamic liquid-level monitoring in rod-pumped oil wells requires not only reliable identification of the gas–liquid interface from distributed sensing data but also stable forecasting over extended horizons. This study develops a physics-guided and horizon-aware PatchTST...