AI RESEARCH
Bayesian Transformer for Probabilistic Load Forecasting in Smart Grids
arXiv CS.LG
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ArXi:2603.07899v1 Announce Type: new The reliable operation of modern power grids requires probabilistic load forecasts with well-calibrated uncertainty estimates. However, existing deep learning models produce overconfident point predictions that fail catastrophically under extreme weather distributional shifts.