The month of AI Initiative for Science

Contribution List

6. AI for Art: paintings and music

Johannes Hirn

10/11/2021, 11:00

7. Machine Learning at galactic and cosmological scales

Pablo Villanueva

17/11/2021, 10:00

Machine learning provides us with a powerful tool in the fields of cosmology and astrophysics, allowing us to better understand how matter clusters and is distributed in the universe. In this talk, we review some relevant cosmological applications, focusing on two different methods. On the one hand, extracting the matter density field from 21 cm hydrogen maps making use of Convolutional Neural...

9. Reconstructing the halo clustering and halo mass function of N-body simulations using neural simulation-based inference

Androniki Dimitriou

18/11/2021, 10:00

10. Dark Matter distribution in external galaxies with Machine Learning.

Martín de Los Ríos

22/11/2021, 10:00

11. Signal-agnostic dark matter searches in direct detection data with machine learning

Andre Scaffidi

29/11/2021, 11:00

12. Hyper-parameter’s uncertainty estimation for Machine Learning with Numerical Stochastic Perturbation Theory

Guilherme Telo

08/12/2021, 11:00