2 papers
cs.LG2025
A Multi-Granularity Supervised Contrastive Framework for Remaining Useful Life Prediction of Aero-engines
Zixuan He, Ziqian Kong, Zhengyu Chen +3
Accurate remaining useful life (RUL) predictions are critical to the safe operation of aero-engines. Currently, the RUL prediction task is mainly a regression paradigm with only me…
physics.plasm-ph2025
EFIT-mini: An Embedded, Multi-task Neural Network-driven Equilibrium Inversion Algorithm
Guohui Zheng, Songfen Liu, Huasheng Xie +11
Equilibrium reconstruction, which infers internal magnetic fields, plasmas current, and pressure distributions in tokamaks using diagnostic and coil current data, is crucial for co…