Insights into the dependence of galaxy properties on the environment with explainable machine learning models

Shun-ya S. Uchida, Suchetha Cooray, Atsushi J. Nishizawa +2

Galaxies reside within dark matter halos, but their properties are influenced not only by their halo properties but also by the surrounding environment. We construct an interpretab…