ai-composites: Artificial Intelligence Workshop in Material Science and Engineering
TOULOUSE (France)
4-5 May 2026
Program
Monday 04 May 2026
| 10:00 - 10:30 | Wellcoming Coffee at MFJA |
| 10:30 - 10:40 | Opening Speach - Francisco CHINESTA, PIM, ENSAM - A. BARASINSKI, ICA, IMT Mines d'Albi - C. BOUVET, ICA, ISAE-Supaéro - P. OLIVIER, ICA, Univ. de Toulouse |
| 10:40 - 11:10 | ANITI et quelques unes de ses réalisations récentes en IA et IA+X - Serge GRATTON, ANITI, Toulouse |
| 11:10 - 11:40 | Vers une ingénierie augmentée par l’IA : conception, fabrication et inspection de structures composites - Christian REY, SAFRAN Group |
| 11:40 - 12:10 | Title - Emmanuel BARANGER, LMPS, ENS Paris Saclay |
| 12:10 - 12:25 | Bayesian Failure Prediction of a Novel Z-Beam Composite Wing under Gust Response - Runze LI, Imperial College |
| 12:25 - 12:55 | Simultaneous topology and anisotropy optimisation of variable-stiffness composite structures: challenges and trends - Marco MONTEMURRO, I2M |
| 12:55 - 14:00 | Lunch at C. ADER Building |
| 14:00 - 14:30 | Image correlation and identification of material property fields using physics-informed neural networks - Robin BOUCLIER, ICA, INSA Toulouse |
| 14:30 - 15:00 | Optimizing Processing, Performance and Sustainability Through AI‑Driven Materials Design - Pierre ESCALE, ARKEMA |
| 15:00 - 15:15 | Décomposition de domaine couplée à la réduction de modèles : accélération des calculs de structures composites dans la simulation du circuit intégré - Tuan-Khang LUONG, INSA Lyon |
| 15:15 - 15:35 | Coffee break |
| 15:35 - 16:05 | -- - Brigitte DEFOORT |
| 16:05 - 17:00 | Round Table - Paco CHINESTA |
Tuesday 05 May 2026
| 9:00 - 9:30 | Artificial Intelligence for Composites: Design, Manufacturing, and Analysis. Use Cases, Challenges, and Solutions - Antonio PENA-CORREDOR, IRT Saint Exupery, Toulouse |
| 9:30 - 10:00 | Discovering descriptors in composites science and technology by enforcing physics expressivity - Francisco CHINESTA, ENSAM |
| 10:00 - 10:30 | Thermodynamics-Informed Neural Networks (MuTINN) model towards fast inelastic structural computations of dissipative polymer composites: Application to woven fabric, recycled and fuzzy fiber reinforcements - Fodil MERAGHNI, LEM3, ENSAM |
| 10:30 - 10:50 | Coffee break |
| 10:50 - 11:20 | Smart manufacturing of composites enabled by AI - Carlos GONZALEZ, IMDEA |
| 11:20 - 11:50 | Wrap up of GDR I-GAIA Days May 2026 - Francisco CHINESTA |
