Deep learning for dark matter and dark sirens

Funder	Science and Technology Facilities Council
Recipient Organization	University College London
Country	United Kingdom
Start Date	Sep 30, 2024
End Date	Sep 29, 2028
Duration	1,460 days
Number of Grantees	2
Roles	Student; Supervisor
Data Source	UKRI Gateway to Research
Grant ID	`2921576`

Grant Description

In this project we will apply machine learning and data science techniques, such as data compression via geometric deep learning and inference via neural density estimation, to constrain cosmology through the cosmic dark matter distribution traced by large galaxy surveys and gravitational wave sources.