I am a research scientist working at Safran, the research center of Safran Group, a French multinational company that designs and manufactures aerospace and defense equipments. I am working on AI and Reduced-Order Modeling technologies to speed-up industrial computations.

I defended my PhD en 2013 and my Habilitation in 2020.

Current research interest

• Physical Reduced-Order Modeling
• Machine learning for mesh-based data

Publications

You can find my articles on my Google Scholar profile or my researchgate profile.

CV

You can find my resume on my LinkedIn profile.

Software

Open source projects

• Mordicus, a library implementing a data model for Reduced-Order Modeling
• genericROM, a library implementing non-intrusive Physical Reduced-Order Modeling methods, based on Mordicus’ data model
• Muscat, a library implementing I/O routines for fields and meshes formats, pre/post tools, and a finite element engine
• PLAID (Physics Informed AI Datamodel), a library proposing an implementation for a datamodel tailored for AI and ML learning of physics problems
• MMGP (Mesh Morphing Gaussian Processes), a library for learning solutions of physics problems under non-parametrized geometrical variability