AI+Science Summer School 2025
The goal of the fourth annual AI+Science Summer School is to introduce a new generation of diverse, interdisciplinary graduate students and postdocs to the emerging field of AI+Science. We also hope this program can build community across institutions and spur new research directions focused on AI-enabled scientific discovery across the physical and biological sciences.
The program is organized by the Eric and Wendy Schmidt AI in Science Fellowship program at the University of Chicago (a Schmidt Sciences program), and the Centre National de la Recherche Scientifique (CNRS) Center on AI for Science and Science for AI (AISSAI), and the University of Chicago Data Science Institute. Each day will have scheduled talks and tutorials/demonstrations/skills workshops, and the remaining time will be open for panels, posters, discussions, and networking activities.
Registration is now closed.
Contact Information: Marisa Davis – marisa.davis@uchicago.edu
View agenda here.
Agenda
Monday, June 30, 2025
Welcome Address
Marylou Gabrié: Accelerating Probabilistic Inference with Generative Modelling
Break
Marylou Gabrié
Lunch Break
Pierre Baldi: Foundations of ML
Break
Pierre Baldi: AI and Medical Imaging
Welcome Reception
Tuesday, July 1, 2025
Stéphanie Allassonnière: Data Augmentation in High Dimensional Low Sample Size Setting Using a Geometry-Based Variational Autoencoder
Break
Stéphanie Allassonnière
Lunch Break
Julie Josse: Personalised Treatment Recommendation Through Causal and Federated Learning
Break
Julie Josse
Poster Presentation
Dinner with a Presenter (Optional, Sign up only)
Wednesday, July 2, 2025
Vicky Kalogeiton: Multimodal Generative AI
Break
Vicky Kalogeiton
Lunch Break and Panel Discussion
Poster Session
Thursday, July 3, 2025
Kyle Cranmer: Simulation-Based Inference
Break
Kyle Cranmer
Lunch Break
Bruno Loureiro: An introduction to statistical physics of learning
Break
François Lanusse: Generative AI for Probabilistic Forecasting and Inverse Problems
Friday, July 4, 2025
Julien Le Sommer: Leveraging Hybrid Modelling and Differentiable Programming for Improving Climate Models
Break
Julien Le Sommer
Closing Remarks
Speakers
Stéphanie Allassonnière
Pierre Baldi
Kyle Cranmer
Marylou Gabrié
Julie Josse
Vicky Kalogeiton
François Lanusse
Julien Le Sommer
Bruno Loureiro
Organizers
Rebecca Willett
Gabriel Peyré
