Space and time continuous physics simulation from partial observations ↗ ↖ 1 January 2024 Steeven Janny Madiha Nadri Julie Digne Christian Wolf
Deep Learning of a Communication Policy for an Event-Triggered Observer for Linear Systems ↗ ↖ 1 January 2023 Mathieu Marchand Vincent Andrieu Sylvain Bertrand Steeven Janny Hélène Piet-Lahanier
Deep learning-based output tracking via regulation and contraction theory ↗ ↖ 1 January 2023 Samuele Zoboli Steeven Janny Mattia Giaccagli
EAGLE: Large-Scale Learning of Turbulent Fluid Dynamics with Mesh Transformers ↗ ↖ 1 January 2023 Steeven Janny Aurélien Beneteau Madiha Nadri Julie Digne Nicolas Thome Christian Wolf
Filtered-CoPhy: Unsupervised Learning of Counterfactual Physics in Pixel Space ↗ ↖ 1 January 2022 Steeven Janny Fabien Baradel Natalia Neverova Madiha Nadri Greg Mori Christian Wolf
Learning Reduced Nonlinear State-Space Models: an Output-Error Based Canonical Approach ↗ ↖ 1 January 2022 Steeven Janny Quentin Possamaï Laurent Bako Christian Wolf Madiha Nadri
Deep KKL: Data-driven Output Prediction for Non-Linear Systems ↗ ↖ 1 January 2021 Steeven Janny Vincent Andrieu Madiha Nadri Christian Wolf