2 papers
cs.LG2025
Stationarity Exploration for Multivariate Time Series Forecasting
Hao Liu, Chun Yang, Zhang xiaoxing +2
Deep learning-based time series forecasting has found widespread applications. Recently, converting time series data into the frequency domain for forecasting has become popular fo…
physics.plasm-ph2024
Real-time equilibrium reconstruction by neural network based on HL-3 tokamak
Guohui Zheng, Songfen Liu, Zongyu Yang +5
A neural network model, EFITNN, has been developed capable of real-time magnetic equilibrium reconstruction based on HL-3 tokamak magnetic measurement signals. The model processes…