Notice: This schedule will be further refined in the coming weeks.

A comprehensive week focused on the intersection of Artificial Intelligence and scientific research, held at ENSICAEN, Caen, France.

Sunday, June 28

• Late Afternoon: Welcome Reception (Precise time and location to be specified).

Monday, June 29 (09:00 - 17:00)

Methodological Aspects of Deep Learning and Applications to Medical Images

Speakers: Romain Hérault and John Aldo Lee

Tuesday, June 30 (09:00 - 17:00)

• Morning Session: Plug & Play Variational Approaches with Pre-trained Models
  Focus on denoisers, generative models, and the DeepInverse library.
  Speaker: Samuel Hurault
• Afternoon Session: Generative Models in Computer Vision
  Speaker: Vicky Kalogeiton

Wednesday, July 1

• Morning Session: Physics-Informed Neural Networks (PINNs)
  Speaker: Alexis Lechervy
• Afternoon: Cultural Activities
  Excursion to Mont Saint-Michel and regional heritage sites.

Thursday, July 2

• Morning Session: Transformer Theory and LLM Training for Mathematics
  Speakers: Pierre Marion and Gaëtan Narozniak
• Afternoon Session: Transformers in Practice for Particle Physics
  Speaker: Guillaume Letellier
• Evening (19:30): Summer School Banquet
  Gala dinner and networking evening.

Friday, July 3 (09:00 - 17:00)

• Morning Session: Bayesian Networks
  Speaker: Nicolas Dobigeon
• Afternoon Session: Uncertainty Quantification in Physics
  Speaker: To be confirmed.
• 16:00: Closing Events
  Certificate Awards Ceremony and Farewell Reception.

Interested in participating?

Applications are open until May 29, 2026.

Contact: ai4s.registration@ensicaen.fr