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Steeven Janny


PhD student   (access thesis page)

Team(s) Imagine
Institution 
Institut National des Sciences Appliquées de Lyon
Location 
Blaise Pascal (INSA)
Email steeven.janny at liris.cnrs.fr
Personal page
Steeven Janny
ThesisPhysical models and deep learning (click to view details)

Publications (IdHAL : steeven-janny)

Publications LIRIS pour Steeven Janny (6)

  • 2023 (3)
    • Conferences (1)
      • International conferences with peer review (1)
        •  Steeven Janny, Aurélien Beneteau, Madiha Nadri, Julie Digne, Nicolas Thome & Christian Wolf (2023). "EAGLE: Large-Scale Learning of Turbulent Fluid Dynamics with Mesh Transformers". International Conference on Learning Representation, 1 mai 2023, Kigali (Rwanda). HAL : hal-03992436. .
    • Others (2)
      •  Mathieu Marchand, Vincent Andrieu, Sylvain Bertrand, Steeven Janny & Hélène Piet-Lahanier (2023). "Deep Learning of a Communication Policy for an Event-Triggered Observer for Linear Systems". HAL : hal-03945265. .
      •  Samuele Zoboli, Steeven Janny & Mattia Giaccagli (2023). "Deep learning-based output tracking via regulation and contraction theory". HAL : hal-03912988. .
  • 2022 (2)
    • Conferences (1)
      • International conferences with peer review (1)
        •  Steeven Janny, Fabien Baradel, Natalia Neverova, Madiha Nadri, Greg Mori & Christian Wolf (2022). "Filtered-CoPhy: Unsupervised Learning of Counterfactual Physics in Pixel Space". International Conference on Learning Representations, 25 avril 2022, Virtuel (United States of America). HAL : hal-03630595. .
    • Others (1)
      •  Steeven Janny, Quentin Possamaï, Laurent Bako, Christian Wolf & Madiha Nadri (2022). "Learning Reduced Nonlinear State-Space Models: an Output-Error Based Canonical Approach". HAL : hal-03672151. .
  • 2021 (1)
    • Conferences (1)
      • International conferences with peer review (1)
        •  Steeven Janny, Vincent Andrieu, Madiha Nadri & Christian Wolf (2021). "Deep KKL: Data-driven Output Prediction for Non-Linear Systems". 2021 60th IEEE Conference on Decision and Control (CDC), 17 décembre 2021, Austin (France), pp. 4376-4381. doi : 10.1109/CDC45484.2021.9683277. ArXiv : 2103.12443. HAL : hal-03630581. .

Publications hors LIRIS

Publications hors LIRIS pour Steeven Janny (2)

  • 2022 (1)
    • Book edition (books, chapters, seminars, congress, special numbers) (1)
      •  Steeven Janny, Wenqi Shu-Quartier-Dit-Maire, Théodore Cherrière & Jeanne Redaud (2022). "Informatique tronc commun - ITC - PSI, MP, PC". HAL : hal-03727544.
  • 2020 (1)
    • Book edition (books, chapters, seminars, congress, special numbers) (1)
      •  Théodore Cherrière, Alexandre Daby-Seesaram, Steeven Janny & Jeanne Redaud (2020). "Physique-chimie PSI-PSI* Concours X, ENS, CentraleSupélec, Mines-Ponts, CCINP". Ellipses. HAL : hal-03079897.