Alban Puech

According to our database, Alban Puech authored at least 9 papers between 2022 and 2025.

Collaborative distances:

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

2025

gridfm-datakit-v1: A Python Library for Scalable and Realistic Power Flow and Optimal Power Flow Data Generation.

Alban Puech, Matteo Mazzonelli, Celia Cintas, Tamara Govindasamy, Mangaliso Mngomezulu, Jonas Weiss, Matteo Baù, Anna Varbella, François Mirallès, Kibaek Kim, Le Xie, Hendrik F. Hamann, Etienne Eben Vos, Thomas Brunschwiler

CoRR, December, 2025

2024

Accelerating quasi-static time series simulations with foundation models.

Alban Puech, François Mirallès, Jonas Weiss, Vincent Mai, Alexandre Blondin Massé, Martin De Montigny, Thomas Brunschwiler, Hendrik F. Hamann

Elektrotech. Informationstechnik, December, 2024

Optimal Power Grid Operations with Foundation Models.

Alban Puech, Jonas Weiss, Thomas Brunschwiler, Hendrik F. Hamann

CoRR, 2024

A Perspective on Foundation Models for the Electric Power Grid.

Hendrik F. Hamann, Thomas Brunschwiler, Blazhe Gjorgiev, Leonardo S. A. Martins, Alban Puech, Anna Varbella, Jonas Weiss, Juan Bernabé-Moreno, Alexandre Blondin Massé, Seong Choi, Ian T. Foster, Bri-Mathias S. Hodge, Rishabh Jain, Kibaek Kim, Vincent Mai, François Mirallès, Martin De Montigny, Octavio Ramos-Leaños, Hussein Suprême, Le Xie, El-Nasser S. Youssef, Arnaud Zinflou, Alexander J. Belvi, Ricardo J. Bessa, Bishnu Prasad Bhattari, Johannes Schmude, Stanislav Sobolevsky

CoRR, 2024

Controlling Large Electric Vehicle Charging Stations via User Behavior Modeling and Stochastic Programming.

Alban Puech, Tristan Rigaut, William Templier, Maud Tournoud

Proceedings of the IEEE PES Innovative Smart Grid Technologies Europe, 2024

2023

Uncovering the Spatial and Temporal Variability of Wind Resources in Europe: A Web-Based Data-Mining Tool.

Alban Puech, Jesse Read

CoRR, 2023

Controlling Microgrids Without External Data: A Benchmark of Stochastic Programming Methods.

Alban Puech, Tristan Rigaut, Adrien Le Franc, William Templier, Jean-Christophe Alais, Maud Tournoud, Victor Bossard, Alejandro Yousef, Elena Stolyarova

Proceedings of the IEEE PES Innovative Smart Grid Technologies Europe, 2023

Optimal Battery Charge Scheduling For Revenue Stacking Under Operational Constraints Via Energy Arbitrage.

Alban Puech, Gorazd Dimitrov, Claudia D'Ambrosio

Proceedings of the IEEE PES Innovative Smart Grid Technologies Europe, 2023

2022

An Improved Yaw Control Algorithm for Wind Turbines via Reinforcement Learning.

Alban Puech, Jesse Read

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022