NEWS

KICK OFF MEETING

The KICK OFF MEETING for ANR MELISSA will be held this spring, in May. For 2 consecutives days, participants will gather to work on projet planning and objectives

Kick Off Day 1 - Monday 12th, May

Château de Valinches, Marols (42560)

• Rappel objectifs scientifiques de MELISSA (Marc Sebban)
• Approximation Error of Sobolev Regular Functions with tanh Neural Networks: Theoretical Impact on PINNs (Benjamin Girault)
• Uncertainty in physical surrogates (Ramon Daniel Regueiro et Jorge Mifsut)
• Federated Conformal Prediction (Batiste Le Bars)
• Self-Consuming Generative Models with Curated Data Provably Optimize Human Preferences (Quentin Bertrand)
• Complexity measures of physical dynamics (Eduardo Brandao)
• Physics-informed kernel learning (Farah Cherfaoui)
• Unrolled-SINDy: Non linear PDE Discovery from Sparsely Sampled Data (Fayad Ali Banna)

Kick Off Day 2 - Tuesday 13th May

Centre des Savoirs pour l'Innovation - Bâtiment des Forges, Campus Manufacture (42000)

• Self-organization of matter and data acquisition (JP Colombier)
• Operator learning (Patrick Gallinari)
• Bregman Proximal Viewpoint on Neural Operators (Abdel-Rahim Mezidi)
• Quadrature rules and Collocation point sampling in PINNs (Antoine Caradot)