ongoing BABY CRY Project - AXA Fundation (2024-2026) ENES (UJM) • SAINBIOSE-MoVE • CHU Saint Etienne ANR FAMOUS (2024-2026) FairMulti-modal Learning LabHC (UJM, CNRS) • LIS Aix Marseille • LITIS Rouen • INT Marseille • Euranova France 2030 GreenAI (2023-2027) Dracula Technologies • ASYGN ANR MELISSA (2024-2029) MEthodological contributions in statistical Learning InSpired by SurfAce engineering LabHC (UJM, CNRS) • ISIR (Sorbonne Univ., CNRS) • MAGNET (INRIA, Lille Univ.) ANR SAFE (2022-2026) Controlling networks with safety bounded and interpretable machine learning LabHC (UJM, CNRS) • XLIM / Univ.Poitiers • IRISA / Univ.Rennes 1 • Huawei • QOS DESIGN ANR TAUDOS (2021-2026) Theory and Algorithms for the Understanding of Deep learning On Sequential data LabHC (UJM, CNRS) • LIS Aix-Marseille • EURA NOVA(Firm) • MILA (Canadian Site) EUR SLEIGHT TREASURF (2024-2027) TRansfer lEarning for Frugal and Accurate modeling of SURface Functionalization prediction – application to multicomponent alloys F.Garrelie and JP Colombier • LabHC (UJM, CNRS) past AI4OP (2021-2024) Artificial Intelligence for Onco-Plasma LabHC (UJM, CNRS) • LIS (Aix-Marseille University) • AP-HM • INT (Aix-Marseille University) EUR SLEIGHT PIMALEA (2023-2025) Physics-Informed MAchine LEARning: From extraction to transfer of knowledge in surface engineering JP Colombier (co-coordinator) • LabHC (UJM, CNRS)