AISSAI Hackathon 2025¶
Date: November 3 to 7 - 2025
Location: Seolane - Barcelonnette, Alpes de Haute Provence, France
Proposed Hackathon Topics (preliminary)¶
Symbolic Regression for Stellar Systems¶
Principal Investigator: Paolo Bianchini¶
Focus: Analytical modeling of N-body simulations¶
- Use Phi-SO: https://physo.readthedocs.io/en/latest/index.html
- Application to globular cluster evolution
- Goal: Derive formulas for mass loss, angular momentum, etc.
- Combines ML, physics, and interpretability
Multi-Agent System with Humans-in-the-Loop¶
Principal Investigator: Ioana Ciucă¶
Focus: Scientific workflow automation¶
- Build a multi-agent system using Mistral or similar models
- Tasks: generate ideas, run analyses, interpret results, write-up
- Inspired by: arXiv:2412.00431
- See also: Co-Gym, VirtualLab, Research Agent
- Explore how AI can collaborate with humans for scientific discovery
Euclid Q1 – Anomaly Detection¶
Principal Investigator: Marc Huertas-Company¶
Focus: Unsupervised identification of outliers¶
- Based on the Euclid Q1 release
- Work on instrumental artifacts and astrophysical anomalies
- Use a multimodal approach (images, spectra, metadata)
Notes¶
- Breakfast from 8:00 to 9:00
- Morning tag up from 9:30 to 10:00 by group
- Morning coffee break from 10:30 to 11:00
- Lunch break from 12:30 to 14:00
- Breakout sessions from 13:30 to 14:00
- Afternoon coffee break from 15:30 to 16:00
- Wrap-up session from 17:00 to 17:30 all together
- Dinner from 19:00 to 20:30
- Last day will devote to the final presentation of the hackathon