Program at a glance
Wednesday, 29 October 2025
09:00 - Opening & Keynote Session
09:00
Conference Opening Session
09:15
Topological Deep Learning: Unlocking the Structure of Relational Systems
Nina MIOLANE
(UC Santa Barbara, USA)
10:30-11:00 - Coffee Break
Auditorium Maupertuis
11:00 - Geometric Statistics (Session 1)
Room Vauban
11:00 -A geometric approach to differential equations (Session 1)
Room Bouvet
11:00 -Lie Group in Learning Distributions & in Filters (Session 1)
12:20-12:40 - Lunch break
14:00
The Lp Fisher-Rao metrics and the alpha-connections
Alice Le Brigant
(Université Paris 1 Panthéon-Sorbonne, France)
Auditorium Maupertuis
15:00 - Geometric Statistics (Session 2)
Room Vauban
15:00 - A geometric approach to differential equations (Session 2)
Room Bouvet
15:00 - Lie Group in Learning Distributions & in Filters (Session 2)
16:00-16:30 - Coffee Break
Auditorium Maupertuis
16:30 - Neurogeometry
Room Vauban
16:30 - New trends in Nonholonomic Systems
Room Bouvet
16:30 - Learning of Dynamic Processes
19:00 - Cocktail
Thursday, 30 October 2025
09:15
Metriplectic Dynamics: A Geometrical Framework for Thermodynamically Consistent Dynamical Systems
Philip J. MORRISON
(The University of Texas at Austin, USA)
Auditorium Maupertuis
10:00 - Geometric Methods in Thermodynamics (Session 1)
Room Vauban
10:00 - Stochastic Geometric Dynamics
Room Bouvet
10:00 - Optimization and learning on manifolds (Session 1)
11:10 - Coffee Break + GSI'25 Posters Session (chairman : Rita FIORESI)
Auditorium Maupertuis
11:50 - Geometric Methods in Thermodynamics (Session 2)
Room Vauban
11:50 - Classical & Quantum Information, Geometry and Topology
Room Bouvet
11:50 - Optimization and learning on manifolds (Session 2)
13:30 - Lunch Break + GSI'25 Posters Session (chairman : Rita FIORESI)
15:00
Bicentenary of Thermodynamics and Sadi Carnot’s Seminal Work: From Constantin Carathéodory’s Contact Geometry Model to Jean-Marie Souriau’s Symplectic Foliation Structure
Frédéric BARBARESCO
(THALES, France)
16:00 - Coffee Break + GSI'25 Posters Session (chairman : Rita FIORESI)
Auditorium Maupertuis
16:30 - Information Geometry, Delzant Toric Manifold & Integrable System
Room Vauban
16:30 - Geometric Green Learning on Groups and Quotient Spaces
Room Bouvet
16:30 - Applied Geometry-Informed Machine Learning (Session 1)
20:00 - Gala Dinner
Friday, 31 October 2025
08:30
A Noncommutative perspective of Graph Neural Networks
Rita FIORESI
(University of Bologna, Italy)
Auditorium Maupertuis
09:30 - Geometric Mechanics (Session 1)
Room Vauban
09:30 - Computational Information Geometry and Divergences (session 1)
Room Bouvet
09:30 - Statistical Manifolds and Hessian information geometry (Session 1)
11:10-11:30 - Coffee Break
Auditorium Maupertuis
11:40 - Geometric Mechanics (Session 2)
Room Vauban
11:40 - Computational Information Geometry and Divergences (session 2)
Room Bouvet
11:40 - Applied Geometry-Informed Machine Learning (Session 2)
13:20-14:50 - Lunch Break
14:50
Extended Variational Learning via Fenchel-Young Losses
Mário A.T. FIGUEIREDO
(Universidade de Lisboa, Portugal)