Machine Learning at GGI - Conference

Session

Astro/Cosmo

5 Sept 2022, 14:30

19. A semi-supervised approach to dark matter searches in direct detection data with machine learning

Andre Scaffidi

05/09/2022, 14:30

18. Two machine learning based methods for field-level inference of cosmological parameters

Moritz Münchmeyer

05/09/2022, 15:05

39. Recurrent NNs for fast signal discovery in pulsar timing arrays

Marat Freytsis

05/09/2022, 15:40

20. Cosmological simulations of Galaxy formation supervised by Machine Learning algorithms

Luca Graziani

06/09/2022, 14:30

21. Reconstructing blended galaxies with Machine Learning

Lavanya Nemani

06/09/2022, 15:05

22. Digging into data cubes with Deep Learning

Giuseppe Longo

06/09/2022, 15:40

48. Applying DNN to extract nuclear matter properties from neutron stars

Marcio Ferreira

07/09/2022, 16:45

23. NCPA mitigation using PCA and Neural Network

Alessandro Terreri

08/09/2022, 10:40

24. Accelerating cosmological inference with Deep Learning

Marco Bonici

08/09/2022, 11:15

25. Graph-Convolutional Neural Networks as a new tool to extract clustering information of the Cosmic web

Farida Farsian

08/09/2022, 11:50

26. Optimal compression of the cosmic 21-cm signal

David Prelogovic

08/09/2022, 12:25

47. Translation and Rotation Equivariant Normalizing Flows for cosmology and beyond

Uros Seljak

09/09/2022, 10:40