Baptiste Schubnel

According to our database, Baptiste Schubnel authored at least 7 papers between 2019 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

SolarCrossFormer: Improving day-ahead Solar Irradiance Forecasting by Integrating Satellite Imagery and Ground Sensors.

Baptiste Schubnel, Jelena Simeunovic, Corentin Tissier, Pierre-Jean Alet, Rafael E. Carrillo

CoRR, September, 2025

2023

Risk-aware Scheduling and Dispatch of Flexibility Events in Buildings.

Paul Scharnhorst, Baptiste Schubnel, Rafael E. Carrillo, Pierre-Jean Alet, Colin N. Jones

CoRR, 2023

Uncertainty-aware Flexibility Envelope Prediction in Buildings with Controller-agnostic Battery Models.

Paul Scharnhorst, Baptiste Schubnel, Rafael E. Carrillo, Pierre-Jean Alet, Colin N. Jones

Proceedings of the American Control Conference, 2023

2021

A Hybrid Learning Method for System Identification and Optimal Control.

Baptiste Schubnel, Rafael E. Carrillo, Pierre-Jean Alet, Andreas Hutter

IEEE Trans. Neural Networks Learn. Syst., 2021

Spatio-temporal graph neural networks for multi-site PV power forecasting.

Jelena Simeunovic, Baptiste Schubnel, Pierre-Jean Alet, Rafael E. Carrillo

CoRR, 2021

2020

State space models for building control: how deep should you go?

Baptiste Schubnel, Rafael E. Carrillo, Paolo Taddeo, Lluc Canals Casals, Jaume Salom, Yves Stauffer, Pierre-Jean Alet

CoRR, 2020

2019

A virtual test-bed for building Model Predictive Control developments.

Raymond Sterling, Jesús Febres, Andrea Costa, Adeleh Mohammadi, Rafael E. Carrillo, Baptiste Schubnel, Yves Stauffer, Pietro De Cinque, Krzysztof Klobut, Marcus M. Keane

Proceedings of the 13th International Modelica Conference, Regensburg, Germany, 2019