AI in Astronomy Workshop

Session

Deep learning theory and application for astrophysics

May 21, 2025, 4:00 PM

Aula Magna (INAF-OACT)

Conveners

Deep learning theory and application for astrophysics: (I)

• Simone Palazzo

Deep learning theory and application for astrophysics: Graph Neural Networks

• Farida Farsian (Istituto Nazionale di Astrofisica (INAF))

Deep learning theory and application for astrophysics: Self-Supervised Learning

• Thomas Cecconello (Istituto Nazionale di Astrofisica (INAF))

Deep learning theory and application for astrophysics: (II)

• Giovanni Bellitto

Presentation materials

talk_giovanni_bellito.pdf

16. Deep learning theory and application for astrophysics

Prof. Simone Palazzo (DIEEI, Università di Catania)

5/21/25, 4:00 PM

17. Understanding Grapn Neural Networks (GNN)

Farida Farsian (Istituto Nazionale di Astrofisica (INAF))

5/23/25, 3:00 PM