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Agathe Gilain

Université Paris-Dauphine, PSL Research University - MINES ParisTech

60 boulevard Saint Michel

Paris, 75272

France

  • Université Paris-Dauphine, PSL Research University - MINES ParisTech

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Machine Learning for Physical Simulation Challenge Results and Retrospective Analysis: Power Grid Use Case

Number of pages: 49 Posted: 28 Nov 2025
Milad Leyli-abadi, Jérôme Picault, Antoine Marot, Jean-Patrick Brunet, Agathe Gilain, Amarsagar Reddy Ramapuram Matavalam, Shaban Ghias Satti, Qingbin Jiang, Yang Liu and Dean Justin Ninalga
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Université Paris-Dauphine, PSL Research University - MINES ParisTech, Arizona State University (ASU), affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and University of Toronto
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Competition, Power networks, Physical simulation, AI-augmented simulators, Hybrid models, Multi-criteria evaluation