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Steeven Janny


Former LIRIS member since: 2023-12-31

Quality
PhD student
Team(s) Imagine
Institution 
Institut National des Sciences Appliquées de Lyon
Personal pagehttps://steevenjanny.github.io/
ThesisPhysical models and deep learning (click to view details)

Publications (IdHAL : steeven-janny)

Publications LIRIS pour Steeven Janny (8)

  • 2024 (2)
    • Conferences (1)
      • International conferences with peer review (1)
        •  Steeven Janny, Madiha Nadri, Julie Digne & Christian Wolf (2024). "Space and time continuous physics simulation from partial observations". International Conference on Learning Representation, 11 mai 2024, Vienna (Austria). HAL : hal-04464153. .
    • HDR, thesis (1)
      • Thesis (1)
        •  Steeven Janny (2024). "Identification and simulation of physical systems with structured deep learning and inductive knowledge". HAL : tel-04400904. .
  • 2023 (3)
    • Conferences (3)
      • International conferences with peer review (3)
        •  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. .
        •  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". 22nd IFAC World Congress, 14 juillet 2023, Yokohama (Japan), pp. 5261-5268. doi : 10.1016/j.ifacol.2023.10.166. HAL : hal-03945265. .
        •  Samuele Zoboli, Steeven Janny & Mattia Giaccagli (2023). "Deep learning-based output tracking via regulation and contraction theory". 22nd World Congress of the International Federation of Automatic Control, 8 juillet 2023, Yokohama (Japan). HAL : hal-03912988. .
  • 2022 (2)
    • Conferences (2)
      • International conferences with peer review (2)
        •  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. .
        •  Steeven Janny, Quentin Possamaï, Laurent Bako, Christian Wolf & Madiha Nadri (2022). "Learning Reduced Nonlinear State-Space Models: an Output-Error Based Canonical Approach". 2022 IEEE 61st Conference on Decision and Control (CDC), 9 décembre 2022, Cancun (Mexico), pp. 150-155. doi : 10.1109/CDC51059.2022.9993232. 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.