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Dean Justin Ninalga

University of Toronto

35 St George Street

Toronto, M5S1A4

Canada

  • University of Toronto

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Scholarly Papers (1)

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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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Abstract:

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Competition, Power networks, Physical simulation, AI-augmented simulators, Hybrid models, Multi-criteria evaluation