Elie Hachem - RankMe

32 papers A* 1Journal 30Unranked 1

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Automated discovery of finite volume schemes using Graph Neural Networks. CoRR Paul Garnier, Jonathan Viquerat, Elie Hachem
2025	J	`jnl`	Curriculum Learning for Mesh-based simulations. CoRR Paul Garnier, Vincent Lannelongue, Elie Hachem
2025	J	`jnl`	Dragonfly: a modular deep reinforcement learning library. CoRR Jonathan Viquerat, Paul Garnier, Amir-Hossein Bateni, Elie Hachem
2025	J	`jnl`	Graph Deep Learning for Intracranial Aneurysm Blood Flow Simulation and Risk Assessment. CoRR 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
2025	A*	`conf`	MeshMask: Physics-Based Simulations with Masked Graph Neural Networks. ICLR Paul Garnier, Vincent Lannelongue, Jonathan Viquerat, Elie Hachem
2025	J	`jnl`	MeshMask: Physics-Based Simulations with Masked Graph Neural Networks. CoRR Paul Garnier, Vincent Lannelongue, Jonathan Viquerat, Elie Hachem
2025	J	`jnl`	Predicting Grain Growth in Polycrystalline Materials Using Deep Learning Time Series Models. CoRR Eliane Younes, Elie Hachem, Marc Bernacki
2025	J	`jnl`	TRELLIS-Enhanced Surface Features for Comprehensive Intracranial Aneurysm Analysis. CoRR Clément Hervé, Paul Garnier, Jonathan Viquerat, Elie Hachem
2025	J	`jnl`	Training Transformers for Mesh-Based Simulations. CoRR Paul Garnier, Vincent Lannelongue, Jonathan Viquerat, Elie Hachem
2024	J	`jnl`	Beacon, a lightweight deep reinforcement learning benchmark library for flow control. CoRR Jonathan Viquerat, Philippe Meliga, Pablo Jeken, Elie Hachem
2024	J	`jnl`	Multi-Grid Graph Neural Networks with Self-Attention for Computational Mechanics. CoRR Paul Garnier, Jonathan Viquerat, Elie Hachem
2024	J	`jnl`	Virtual flow diverter deployment and embedding for hemodynamic simulations. Comput. Biol. Medicine Pablo Jeken-Rico, Yves Chau, Aurèle Goetz, Vincent Lannelongue, Jacques Sédat, Elie Hachem
2023	J	`jnl`	Parallel bootstrap-based on-policy deep reinforcement learning for continuous flow control applications. CoRR Jonathan Viquerat, Elie Hachem
2023	J	`jnl`	Policy-based optimization: single-step policy gradient method seen as an evolution strategy. Neural Comput. Appl. Jonathan Viquerat, Régis Duvigneau, P. Meliga, Alexander Kuhnle, Elie Hachem
2022	J	`jnl`	A twin-decoder structure for incompressible laminar flow reconstruction with uncertainty estimation around 2D obstacles. Neural Comput. Appl. J. Chen, Jonathan Viquerat, F. Heymes, Elie Hachem
2022	J	`jnl`	Adaptive Immersed Mesh Method (AIMM) for Fluid Structure Interaction. CoRR R. Nemer, Aurélien Larcher, Elie Hachem
2021	J	`jnl`	Deep reinforcement learning for the control of conjugate heat transfer. J. Comput. Phys. Elie Hachem, Hassan Ghraieb, Jonathan Viquerat, Aurélien Larcher, P. Meliga
2021	J	`jnl`	Direct shape optimization through deep reinforcement learning. J. Comput. Phys. Jonathan Viquerat, Jean Rabault, Alexander Kuhnle, Hassan Ghraieb, Aurélien Larcher, Elie Hachem
2021	J	`jnl`	Stabilized finite element method for incompressible solid dynamics using an updated Lagrangian formulation. CoRR R. Nemer, Aurélien Larcher, Thierry Coupez, Elie Hachem
2020	J	`jnl`	Adaptive Eulerian framework for boiling and evaporation. J. Comput. Phys. Mehdi Khalloufi, Rudy Valette, Elie Hachem
2020	J	`jnl`	Optimization and passive flow control using single-step deep reinforcement learning. CoRR Hassan Ghraieb, Jonathan Viquerat, Aurélien Larcher, P. Meliga, Elie Hachem
2019	J	`jnl`	A review on Deep Reinforcement Learning for Fluid Mechanics. CoRR Paul Garnier, Jonathan Viquerat, Jean Rabault, Aurélien Larcher, Alexander Kuhnle, Elie Hachem
2019	J	`jnl`	Direct shape optimization through deep reinforcement learning. CoRR Jonathan Viquerat, Jean Rabault, Alexander Kuhnle, Hassan Ghraieb, Elie Hachem
2019	J	`jnl`	Time-accurate calculation and bifurcation analysis of the incompressible flow over a square cavity using variational multiscale modeling. J. Comput. Phys. P. Meliga, Elie Hachem
2017	J	`jnl`	A new approach to solve complex valued systems arising from the solution of Maxwell equations in the frequency domain through real-equivalent formulations. Numer. Linear Algebra Appl. Luca Marioni, José-Rodolfo Alves Zapata, Elie Hachem, François Bay
2017	J	`jnl`	Anisotropic boundary layer mesh generation for immersed complex geometries. Eng. Comput. Laure Billon, Youssef Mesri, Elie Hachem
2014	J	`jnl`	On the stabilized finite element method for steady convection-dominated problems with anisotropic mesh adaptation. Appl. Math. Comput. Elie Hachem, Ghina Jannoun, Jeremy Veysset, Thierry Coupez
2013	J	`jnl`	Adaptive time-step with anisotropic meshing for incompressible flows. J. Comput. Phys. Thierry Coupez, Ghina Jannoun, Nabil Nassif, Hong Chau Nguyen, Hugues Digonnet, Elie Hachem
2013	J	`jnl`	Modeling of heat transfer and turbulent flows inside industrial furnaces. Simul. Model. Pract. Theory Elie Hachem, Ghina Jannoun, Jeremy Veysset, M. Henri, R. Pierrot, I. Poitrault, E. Massoni, Thierry Coupez
2012	—	`conf`	Edge-Based Anisotropic Mesh Adaptation for CFD Applications. IMR Thierry Coupez, Ghina Jannoun, Jeremy Veysset, Elie Hachem
2010	J	`jnl`	Enriched finite element spaces for transient conduction heat transfer. Appl. Math. Comput. Elie Hachem, Hugues Digonnet, N. Kosseifi, E. Massoni, Thierry Coupez
2010	J	`jnl`	Stabilized finite element method for incompressible flows with high Reynolds number. J. Comput. Phys. Elie Hachem, B. Rivaux, T. Kloczko, Hugues Digonnet, Thierry Coupez