30 citations · 111 across the 13 of their papers we have counts for
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cs.LG2022★ 30 cited
Denoising diffusion probabilistic models for probabilistic energy forecasting
Esteban Hernandez Capel, Jonathan Dumas
Scenario-based probabilistic forecasts have become vital for decision-makers in handling intermittent renewable energies. This paper presents a recent promising deep learning gener…
eess.SY2022★ 16 cited
The energy return on investment of whole energy systems: application to Belgium
Jonathan Dumas, Antoine Dubois, Paolo Thiran +4
Planning the defossilization of energy systems by facilitating high penetration of renewables and maintaining access to abundant and affordable primary energy resources is a nontri…