Xi-Long Tong

Time-aware conformal uncertainty quantification with physics-consistent projection for fusion blanket activation time-series prediction

Predicting radioactivity-related time series in fusion blankets requires modelling targets spanning multiple orders of magnitude under nonnegativity and smoothness constraints, where standard conformal prediction (CP) yields miscalibrated intervals because residuals are non-stationary across physical regimes and post...