Introduction:
PhD student in applied Mathematics at CERMICS laboratory – Ecole des Ponts, in collaboration with SafranTech. I am currently working on Model Order Reduction for nonparametrized geometrical variability of largescale nonlinear problems under the direction of Virginie Erhlacher and Alexandre Ern. I am also co-supervised by Fabien Casenave and Felipe Bordeu, SafranTech.
Education
I started my mechanical engineering degree in 2016 at the Lebanese univeristy – Faculy of Engineering. In 2020, I got my bachelor degree in mathematics at the Lebanese university. In 2022, I got my engineering degree from the Ecole des Mines de Paris, option IDSC.
Publications
- Elasticity-based morphing technique and application to reduced-order modeling. [article]
- Leader-Follower Synchronization of a Network of Boundary-Controlled Parabolic Equations With In-Domain Coupling. [article]
Preprints
- O-MMGP: Optimal Mesh Morphing Gaussian Process regression for solving PDEs with non-parametric geometric variations. [preprint]
- Physics-Learning AI Datamodel (PLAID) datasets: a collection of physics simulations for machine learning. [preprint]
- NeurIPS 2024 ML4CFD Competition: Results and Retrospective Analysis. [preprint]
Proceedings
- Morphing techniques for model order reduction with non parametric geometrical variabilities. [proceeding]
Awards & Outreach
- Plenary session at the CEA-INRIA-EDF 2025 summer school.
- Winner of the NeurIPS 2024 ML4CFD Competition (Jul 2024 – Nov 2024)
- Computer session instructor at the CEA-INRIA-EDF 2024 summer school.
Conferences
- International Conference on Adaptive Modeling and Simulation ADMOS 2025.
- Young Mathematicians in Model Order Reduction Conference YMMOR 2025
- DTE & AICOMAS 2025.
- World Congress on Computational Mechanics WCCM 2024.
- Computational Structural Mechanics Association CSMA 2024
- International Workshop on Model Reduction Techniques MORTech 2023.
- Congrès des Jeunes Chercheuses et Chercheurs en Mathématiques et Applications CJC-MA 2023.
Summer schools
- CEA-INRIA-EDF 2024 summer school on numerical analysis – Reduced Order Models: Bridging PDE Models and Simulation Data.
- CEMRACS 2023 – Scientific Machine Learning.
Contact
If you would like to get in touch with me, you can reach me at abbas.kabalan@enpc.fr or follow me on my LinkedIn page [Abbas Kabalan | LinkedIn] .