Passenger Flow Model for Airline Networks. - Jonathan Dumas; François Soumis (Transp. Sci., 2008)

Classification of load forecasting studies by forecasting problem to select load forecasting techniques and methodologies. - Jonathan Dumas; Bertrand Cornélusse (CoRR, 2019)

A Probabilistic Forecast-Driven Strategy for a Risk-Aware Participation in the Capacity Firming Market. - Jonathan Dumas; Colin Cointe; Antoine Wehenkel; Antonio Sutera; Xavier Fettweis; Bertrand Cornélusse (CoRR, 2021)

Deep learning-based multi-output quantile forecasting of PV generation. - Jonathan Dumas; Colin Cointe; Xavier Fettweis; Bertrand Cornélusse (CoRR, 2021)

Probabilistic forecasting for sizing in the capacity firming framework. - Jonathan Dumas; Bertrand Cornélusse; Xavier Fettweis; Antonello Giannitrapani; Simone Paoletti; Antonio Vicino (CoRR, 2021)

Coordination of operational planning and real-time optimization in microgrids. - Jonathan Dumas; Selmane Dakir; Clément Liu; Bertrand Cornélusse (CoRR, 2021)

Stochastic and deterministic formulations for capacity firming nominations. - Jonathan Dumas; Bertrand Cornélusse; Antonello Giannitrapani; Simone Paoletti; Antonio Vicino (CoRR, 2021)

Probabilistic Forecasting of Imbalance Prices in the Belgian Context. - Jonathan Dumas; Ioannis Boukas; Miguel Manuel de Villena; Sébastien Mathieu; Bertrand Cornélusse (CoRR, 2021)

Deep generative modeling for probabilistic forecasting in power systems. - Jonathan Dumas; Antoine Wehenkel; Damien Lanaspeze; Bertrand Cornélusse; Antonio Sutera (CoRR, 2021)

Weather-based forecasting of energy generation, consumption and price for electrical microgrids management. - Jonathan Dumas (CoRR, 2021)

Microgrid management with weather-based forecasting of energy generation, consumption and prices. - Jonathan Dumas (2021)

The energy return on investment of whole energy systems: application to Belgium. - Jonathan Dumas; Antoine Dubois; Paolo Thiran; Pierre Jacques; Francesco Contino; Bertrand Cornélusse; Gauthier Limpens (CoRR, 2022)

Denoising diffusion probabilistic models for probabilistic energy forecasting. - Esteban Hernandez Capel; Jonathan Dumas (CoRR, 2022)

Multi-objective near-optimal necessary conditions for multi-sectoral planning. - Antoine Dubois; Jonathan Dumas; Paolo Thiran; Gauthier Limpens; Damien Ernst (CoRR, 2023)

Dynamic sizing of required balancing capacities: the operational approach in France. - Jonathan Dumas; Viktor Terrier; Frédéric Bienvenu; Sébastien Finet; Nathalie Grisey (CoRR, 2023)

Deep Generative Methods for Producing Forecast Trajectories in Power Systems. - Nathan Weill; Jonathan Dumas (CoRR, 2023)

Stochastic optimization for unit commitment applied to the security of supply. - Jonathan Dumas (CoRR, 2023)

Analysis of the French system imbalance paving the way for a novel operating reserve sizing approach. - Jonathan Dumas; Sébastien Finet; Nathalie Grisey; Ibtissam Hamdane; Paul Plessiez (CoRR, 2025)