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Jonathan Dumas

13 papers hereh-index 8309 citations29 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • sole author1
  • first author9
  • middle author1
  • last author1

Across the 12 of 13 papers where every author was matched, so the position is known.

fields
  • eess.SY4
  • cs.LG3
  • math.OC3
  • cs.IR1
  • q-fin.ST1
  • stat.AP1
same name
  • Jonathan Dumas — 4 papers, h 1

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20192023
most citedDenoising diffusion probabilistic models for probabilistic energy forecasting

30 citations · 111 across the 13 of their papers we have counts for

collaborators
Showing 2021 · math.OCShow all

2 papers · 2 filters

math.OC2021★ 1 cited

Stochastic and deterministic formulations for capacity firming nominations

Jonathan Dumas, Bertrand Cornélusse, Antonello Giannitrapani +2

This paper addresses the energy management of a grid-connected photovoltaic plant coupled with a battery energy storage device, within the capacity firming specifications of the Fr…

math.OC2021

Probabilistic forecasting for sizing in the capacity firming framework

Jonathan Dumas, Bertrand Cornélusse, Xavier Fettweis +3

This paper proposes a strategy to size a grid-connected photovoltaic plant coupled with a battery energy storage device within the \textit{capacity firming} specifications of the F…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.