Elie Hachem

Centre National de la Recherche Scientifique — France

Engineering · Physical Sciences

23h-index2.0kcitations300works1.42yr avg
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Research Topics

Advanced Numerical Methods in Computational Mathematics(82), Lattice Boltzmann Simulation Studies(81), Model Reduction and Neural Networks(40), Computational Fluid Dynamics and Aerodynamics(38), Advanced Mathematical Modeling in Engineering(38)

Publications300 total

Graph Deep Learning for Intracranial Aneurysm Blood Flow Simulation and Risk Assessment
arXiv (Cornell University)·2025Open Access
Retraction of levitating drops
2025Open Access
A combined modeling and AI-driven optimization approach to enhance surfactant replacement therapy in adult lungs
Multidisciplinary Biomechanics Journal·2025Open Access
Curriculum Learning for Mesh-based simulations
arXiv (Cornell University)·2025Open Access
TRELLIS-Enhanced Surface Features for Comprehensive Intracranial Aneurysm Analysis
arXiv (Cornell University)·2025Open Access
Deep Learning Prediction of Dry Friction in DLC Coatings Using Literature-Derived Data
Tribology Letters·2025· 4 citedOpen Access
Multi-grid graph neural networks with self-attention for computational mechanics
Physics of Fluids·2025· 3 cited
Intracranial aneurysm treatment with intrasaccular flow disruptor modeling
SPIRE - Sciences Po Institutional REpository·2025
Predicting thrombosis in cerebral aneurysms using computational methods and graph neural networks
SPIRE - Sciences Po Institutional REpository·2025
A Continuum Approach With Adaptive Mesh Refinement for Platelet Plug Formation
International Journal for Numerical Methods in Biomedical Engineering·2025· 2 cited
Graph neural networks for real-time prediction and treatment decision in intracranial aneurysms
SPIRE - Sciences Po Institutional REpository·2025
Towards patient-specific optimization of intra-aortic pump therapy using CFD and AI
SPIRE - Sciences Po Institutional REpository·2025
Optimizing surfactant replacement therapy for large respiratory systems : a coupled modeling and AI approach
SPIRE - Sciences Po Institutional REpository·2025
Experimental and Numerical Study of Film Boiling Around a Small Nickel Sphere
Fluids·2025Open Access
Innovative AI method for predicting grain size distribution during grain growth mechanism
SPIRE - Sciences Po Institutional REpository·2025
Optimizing intra-aortic pump performance for cardiac support using CFD and AI
SPIRE - Sciences Po Institutional REpository·2025
Stretching and breakup of two-dimensional falling Newtonian sheets
Physics of Fluids·2025· 1 citedOpen Access
Dragonfly: a modular deep reinforcement learning library
arXiv (Cornell University)·2025Open Access
Investigating Delayed Rupture of Flow Diverter-Treated Giant Aneurysm Using Simulated Fluid–Structure Interactions
Bioengineering·2025Open Access
Physical-informed deep learning prediction of solid and fluid mechanical properties of oxide glasses
Journal of Non-Crystalline Solids·2025Open Access
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Frequent Co-authors

Jonathan Viquerat(14), Aurélien Larcher(13), Thierry Coupez(10), Rudy Valette(8), Philippe Méliga(7), Mehdi Khalloufi(7), Youssef Mesri(7), Anselmo Soeiro Pereira(5), Hugues Digonnet(4), Hassan Ghraieb(4), Elisabeth Massoni(4), Rudy Valette(4), Ghina Jannoun(4), Jean Rabault(3), T. Coupez(3), J. Veysset(3), Stéphanie Riber(3), Aakash Patil(3), Alexander Kuhnle(2), Thibaud Kloczko(2)