機器學習
認知。
基礎模型、訊號擷取,以及運行於托卡馬克控制迴路中的學習系統。

研究
研究 →TokEye
A tool for extracting coherent and transient features from fluctuating time series—turning a crowded spectrogram into something a researcher can measure.
OracleFlow
A controlled setting for studying learning: separate ambiguity in the data from the error a model could still reduce.
Fusion World Model
A world model for fusion, built from scratch to connect diagnostic measurements, learn plasma dynamics, and support better experimental decisions.