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2020 – today
- 2025
[c1]Paul Garnier, Vincent Lannelongue, Jonathan Viquerat, Elie Hachem:
MeshMask: Physics-Based Simulations with Masked Graph Neural Networks. ICLR 2025- [i11]Paul Garnier, Vincent Lannelongue, Jonathan Viquerat, Elie Hachem:
MeshMask: Physics-Based Simulations with Masked Graph Neural Networks. CoRR abs/2501.08738 (2025) - [i10]Jonathan Viquerat, Paul Garnier, Amir-Hossein Bateni, Elie Hachem:
Dragonfly: a modular deep reinforcement learning library. CoRR abs/2505.03778 (2025) - [i9]Paul Garnier, Vincent Lannelongue, Jonathan Viquerat, Elie Hachem:
Training Transformers for Mesh-Based Simulations. CoRR abs/2508.18051 (2025) - [i8]Paul Garnier, Jonathan Viquerat, Elie Hachem:
Automated discovery of finite volume schemes using Graph Neural Networks. CoRR abs/2508.19052 (2025) - [i7]Clément Hervé, Paul Garnier, Jonathan Viquerat, Elie Hachem:
TRELLIS-Enhanced Surface Features for Comprehensive Intracranial Aneurysm Analysis. CoRR abs/2509.03095 (2025) - [i6]Paul Garnier, Vincent Lannelongue, Elie Hachem:
Curriculum Learning for Mesh-based simulations. CoRR abs/2509.13138 (2025) - [i5]Paul Garnier, Pablo Jeken-Rico, Vincent Lannelongue, Chiara Faitini, Aurèle Goetz, Lea Chanvillard, Ramy Nemer, Jonathan Viquerat, Ugo Pelissier, Philippe Meliga, Jacques Sédat, Thomas Liebig, Yves Chau, Elie Hachem:
Graph Deep Learning for Intracranial Aneurysm Blood Flow Simulation and Risk Assessment. CoRR abs/2512.09013 (2025) - 2024
- [i4]Paul Garnier, Gauthier Guinet:
Semi-Supervised Learning for Bilingual Lexicon Induction. CoRR abs/2402.07028 (2024) - [i3]Paul Garnier, Jonathan Viquerat, Elie Hachem:
Multi-Grid Graph Neural Networks with Self-Attention for Computational Mechanics. CoRR abs/2409.11899 (2024) - 2021
- [i2]Paul Garnier, Théophane Gregoir:
Evaluating Soccer Player: from Live Camera to Deep Reinforcement Learning. CoRR abs/2101.05388 (2021)
2010 – 2019
- 2019
- [i1]Paul Garnier, Jonathan Viquerat, Jean Rabault, Aurélien Larcher, Alexander Kuhnle, Elie Hachem:
A review on Deep Reinforcement Learning for Fluid Mechanics. CoRR abs/1908.04127 (2019)
Coauthor Index
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