Abbas Kabalan, PhD candidate

20250922_203649

Introduction:

I am a PhD candidate in Applied Mathematics at the CERMICS Laboratory (École des Ponts ParisTech), working in collaboration with SafranTech. My research focuses on model-order reduction techniques for non-parametric geometrical variability, with applications to aeronautics simulation.
Supervised by Virginie Ehrlacher and Alexandre Ern, and co-supervised by Fabien Casenave and Felipe Bordeu (SafranTech).

Education

  • 2022 – Engineering Degree, École des Mines de Paris
  • 2022 – Mechanical Engineering studies, Lebanese University – Faculty of Engineering
  • 2020 – Bachelor’s Degree in Mathematics, Lebanese University

Journal Articles

  1. Elasticity-based morphing technique and application to reduced-order modeling. [article]
  2. Leader-Follower Synchronization of a Network of Boundary-Controlled Parabolic Equations With In-Domain Coupling. [article]

Preprints

  1. Optimal morphings for model-order reduction for poorly reducible problems with geometric variability. [preprint]
  2. Physics-Learning AI Datamodel (PLAID) datasets: a collection of physics simulations for machine learning. [preprint]
  3. NeurIPS 2024 ML4CFD Competition: Results and Retrospective Analysis. [preprint]

Proceedings

  1. Morphing techniques for model order reduction with non parametric geometrical variabilities. [proceeding]

Awards & Outreach

  1. Plenary session at the ARIA 2025 workshop.
  2. Plenary session at the CEA-INRIA-EDF 2025 summer school.
  3. Winner of the NeurIPS 2024 ML4CFD Competition (Jul 2024 – Nov 2024)
  4. Computer session instructor at the CEA-INRIA-EDF 2024 summer school.

Academic Activities

Conferences

  1. International Conference on Adaptive Modeling and Simulation ADMOS 2025.
  2. Young Mathematicians in Model Order Reduction Conference YMMOR 2025.
  3. Artificial Intelligence and Computational Methods in Applied Science DTE & AICOMAS 2025.
  4. World Congress on Computational Mechanics WCCM 2024.
  5. Computational Structural Mechanics Association CSMA 2024
  6. International Workshop on Model Reduction Techniques MORTech 2023.
  7. Congrès des Jeunes Chercheuses et Chercheurs en Mathématiques et Applications CJC-MA 2023.

Summer schools

  1. CEA-INRIA-EDF 2024 summer school on numerical analysis – Reduced Order Models: Bridging PDE Models and Simulation Data.
  2. 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] .