GDR Ondes Gravitationnelles : Rencontre du groupe de travail "méthodes d'analyse des données"

Session

Session 1

7 oct. 2026, 09:00

Dirac/RdC-Amphithéâtre (IP2I)

6. Machine Learning for Gravitational Wave Data Analysis

Antsa Rasamoela (L2I Toulouse, CNRS/IN2P3, Université de Toulouse)

07/10/2026 09:00

After a brief overview of Machine Learning fundamentals, this presentation offers a panorama of the main ML methods applied to gravitational-wave data processing: Simulation-Based Inference (SBI), transformer models, and diffusion models.

This panorama will be illustrated by the MANGO project, which is developing an ML framework to address the challenges posed by future detectors (Einstein...

11. Detection of GW stochastic background with Machine Learning

Hugo Einsle (Universiteit Antwerpen)

07/10/2026 09:45