Intracluster Medium Gas Modeling in Galaxy Clusters
Overview
How are galaxy clusters shaped, and what does their geometry reveal about structure formation?
Triaxial modeling of intracluster gas using X-ray and Sunyaev–Zel’dovich (SZ) observations, combined with forward modeling.
Bayesian inference with MCMC to constrain intrinsic shapes and connect them to cluster shaping.
Methods
- Studied hot intracluster gas physics through joint modeling of X-ray and Sunyaev–Zel'dovich (SZ) observations following the CLUMP-3D framework.
- Implemented triaxial ellipsoidal projection models describing the three-dimensional gas density and pressure distributions of galaxy clusters.
- Developed interactive tools to visualize triaxial cluster projections.
- Performed Bayesian parameter inference using MCMC, comparing sampling behavior between emcee and redemcee.
- Fitting a 13-parameter model and exploring posterior space
Results