Abbas Kabalan, PhD candidate

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

  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. O-MMGP: Optimal Mesh Morphing Gaussian Process regression for solving PDEs with non-parametric geometric variations. [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 CEA-INRIA-EDF 2025 summer school.
  2. Winner of the NeurIPS 2024 ML4CFD Competition (Jul 2024 – Nov 2024)
  3. Computer session instructor at the CEA-INRIA-EDF 2024 summer school.

Conferences

  1. International Conference on Adaptive Modeling and Simulation ADMOS 2025.
  2. Young Mathematicians in Model Order Reduction Conference YMMOR 2025
  3. 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] .