June 27, 2022 to July 1, 2022
Institute for Fundamental Physics of the Universe
Europe/Rome timezone

Constraining Cosmology with Persistent Homology

Jun 28, 2022, 11:00 AM
1h
Aula D (Old SISSA building)

Aula D

Old SISSA building

Speaker

Jacky Yip (University of Wisconsin-Madison)

Description

Persistent homology naturally addresses the multi-scale characteristics of the large scale structure. I will discuss the specifics of its application to mock galaxy catalogues to construct a simple and interpretable summary statistic. With the Fisher matrix formalism, I will show that our approach outperforms the momentum-space statistics in constraining cosmological parameters and offers robustness against marginalization over nuisance parameters.

Presentation materials