Xin-Yi Miao

GAN-KANInformer-Based Prediction of Underwater Temperature-Pressure Sensor Data

Accurately predicting short-term changes in interconnected temperature and pressure variables is essential for effective monitoring of subsea oil and gas transportation systems. However, underwater sensor data collected from the field are often limited and show temporal dependencies, nonlinear relationships between var...