Reconciling European Electricity Data with Diffusion Priors Learned from Observations Alone
Dec 11, 2026·
,,,·
0 min read
Matthias Pirlet
Adrien Bolland
Gilles Louppe
Damien Ernst
Abstract
The ENTSO-E Transparency Platform publishes generation, load, and cross-border power flows for European bidding zones. The values carry undocumented errors and violate energy conservation. We formulate data reconciliation as Bayesian inference, with a diffusion prior learned from the observations alone.
Date
Dec 11, 2026
Event
NeurIPS 2026 Workshop on AI Foundations for Power Grids (AI4PowerGrids)
Location
Sydney, Australia
