Marianne CLAUSEL and Noël JAKSE
The Inter-PEPR Day, jointly organized by PEPR DIADEM, PEPR IA and PEPR NumPex aims to offer an overview of some promising research directions at the interface between Material Science, AI and High Performance Computing
The day is devoted to several talks given by renowned researchers and specialists in the field. Young researchers are also invited to present their work via posters or short talks and should submit an abstract to inter-pepr-days@services.cnrs.fr before October 15
8h30-9h00: Welcoming & Coffee
9h00-10h00: Marie-Pierre GAIGEOT (Evry University) Graphs and numerical simulation
10h-10h40: Émilie DEVIJVER (CNRS & University of Grenoble Alpes) An introduction to causality
10h40-11h00: Coffee break
11h00-11h40: Guillaume STIRNEMANN (CNRS, ENS) Machine learned interatomic potentials for reactivity in the condensed phases: from recent achievements to future developments
11h40-12h20: Stéphane CHRÉTIEN Introduction to conformal prediction
12h20-14h00: Lunch break & Posters session
14h00-15h00: Amaury HABRARD (IUF & University Jean Monnet) Domain adaptation and transfer learning
15h00-15h40: Free slot (TBA)
15h40-16h00: Coffee break
16h00-16h40: Emmanuel FRANCK (UNISTRA) Hybrid ML approaches in Material Science : the contribution of PINNS
16h40-17h20: Martin URHIN (University of Grenoble Alpes) When GenAI meets Material Science