Welcome to IFPU Focus Program

• Piero Ullio

Machine Learning applications in Gravitational Wave research

• Elena Cuoco

Time dependent data analysis (and possible applications on astrophysical data)

• Efstratios Gavves

Accelereting gravitational waveform generation with machine learning

• Matteo Breschi

Discussion on GWs and ML technique (lead: Enrico Barausse and Roberto Trotta)

N-body simulations, focusing on small scale clustering of dark matter and open problems

• Giulia Despali

Graph Networks and Transformers

• Savannah J. Thais

Discussion on Graph Networks/Transformers and science applications (lead: Roberto Ruiz Astro)

Discussion on large language models in astro/hep (lead: Sascha Caron)

Vera Rubin data and ways to test the small scale clustering of dark matter

• Sebastian Matthias Wagner-Carena

Computer vision: Robust semantic segmentation with limited supervision

• Christos Sakaridis

Gamma ray Galactic center excess: point sources vs. extended emission

• Florian List

Computer vision and point source detection in optical data

• Fiorenzo Stoppa

Computer vision and point source detection in gamma-ray data

• Suvo Bhattacharyya

Discussion on small scale distribution of DM and point sources + computer vision (lead: Matteo Viel and Gabrijela Zaharijas)

NRE for astrophysics and cosmology

• Christoph Weniger

NRE for cosmology

• Kosio Karchev

Discussion: science applications of SWIFT

Discussion: graphs and transformers in astro (lead: Sascha Caron)

Machine Learning applications to Astrophysics and Cosmology

• Shirley Ho

Wrap up - outcome of the meeting (future collaborations, brainstorming, ML in astro in EU)