Login

International Conference on Machine Learning for Astrophysics 2nd Ed. - ML4ASTRO2

8–12 Jul 2024
Catania
Europe/Rome timezone

ML4ASTRO SOC

Session

SPACE CoE

11 Jul 2024, 15:50
Aula Magna (Catania)

Aula Magna

Catania

Università degli Studi di Catania - Dipartimento di Fisica e Astronomia Via S. Sofia, 64, 95123 Catania CT

Conveners

SPACE CoE: I

  • Eva Sciacca (Istituto Nazionale di Astrofisica (INAF))

Presentation materials

There are no materials yet.

  1. 246. The SPACE Centre of Excellence
    Giuliano Taffoni
    11/07/2024, 15:50
    Oral Presentation

    High-performance computing (HPC)-based numerical simulations are indispensable in astrophysics and cosmology (A&C), aiding scientific understanding of celestial phenomena. These simulations model complex physical processes underlying observations, crucial for interpretation. Advancements in computational power promise transformative scientific discoveries through larger-scale simulations,...

    Go to contribution page
  2. 248. Interpreting the largest cosmological simulations using Representation Learning
    Sebastian Trujillo
    11/07/2024, 16:10

    Numerical simulations are the best approximation to experimental laboratories in astrophysics and cosmology. However, the complexity and richness of their outputs severely limit the interpretability of their predictions. We describe a new assumption-free approach to obtaining scientific insights from cosmological simulations. The method can be applied to today’s largest simulations and will be...

    Go to contribution page
Building timetable...