Galaxy cluster astrophysics

Faculty of Science

Department of Theoretical Physics and Astrophysics

Composit optical and X-ray image of the Coma galaxy cluster. Credit: ESA/XMM-Newton/SDSS/J. Sanders et al. 2019.

Our research focuses on the hot baryonic component of galaxies, galaxy groups, and galaxy clusters. We combine multi-wavelength observations, numerical simulations, and machine learning methods to study the physical processes that shape the formation and evolution of these systems-

Ongoing research projects in this area include:

  • Studies of the role of the hot X-ray emitting plasma and accreting supermassive black holes in galaxy evolution. We use proprietary and public multi-wavelength, mainly X-ray and radio, data to study nearby early-type galaxies to test various predictions of the so-called “precipitation” and black hole feedback models and compare our data with state-of-the-art numerical simulations.
  • Determining the dynamics, thermodynamics, and chemical composition of the hot intracluster medium by using X-ray and radio observations. Members of our group are involved in the Japanese XRISM mission as guest scientists. We also study mock X-ray observations of state-of-the-art cosmological simulations with existing and planned high-resolution X-ray observatories.
  • Use of machine learning to study clusters of galaxies and the large-scale structure of the Universe.
  • Members of our group were involved in the search for supermassive black holes in the earliest massive galaxies discovered by the James Webb Space Telescope (JWST).
  • Our research also explores connections between astrophysics and theoretical physics, including exotic phenomena such as the quantum structure of space and microscopic black holes.
Selected publications
Disentangling multiple gas kinematic drivers in the Perseus galaxy cluster
XRISM Collaboration, C. Zhang, N. Werner, et al., 2026, Nature.
A Minimalist Merger Interpretation of XRISM's Gas Velocity Measurements in the Coma Cluster
C. Zhang, E. Churazov, I. Khabibullin, N. Lyskova, N. Werner, I. Zhuravleva, 2026, arXiv:2601.05803.
What Drives the Bimodal Distribution of Eddington-Scaled Radio Luminosity in Nearby Early-Type Galaxies?
A. Wójtowicz, N. Werner, Ł. Stawarz, C. C. Cheung, 2026, arXiv:2602.01495.
A Chandra view of SPT-CL J0217-5014: a massive galaxy cluster at a cosmic intersection at z=0.53
D. Hu, S. Fan, Z. Yuan, J. Mao, N. Werner, Y. Su, F. Mernier, Y. Zhao, L. Gu, H. Xu, 2025, arXiv:2512.04689.
Mapping the Perseus galaxy cluster with XRISM - Gas kinematic features and their implications for turbulence
C. Zhang, I. Zhuravleva, A. Heinrich, E. Bellomi, N. Truong, J. ZuHone, E. Churazov, M. E. Eckart, Y. Fujita, J. Hlavacek-Larrondo, Y. Ichinohe, M. Markevitch, K. Matsushita, F. Mernier, et al., 2026, A&A.
MeerKAT discovery of gigahertz radio emission extending from Abell 3017 towards Abell 3016
D. Hu, N. Werner, H. Xu, Q. Zheng, J. P. Breuer, L. Wu, S. W. Duchesne, R. J. van Weeren, M. Sun, C. Zhang, M. Johnston-Hollitt, H. Shan, Q. Guo, Z. Zhu, et al., 2025, A&A.
Compact stellar systems hosting an intermediate-mass black hole: Magnetohydrodynamic study of inflow-outflow dynamics
M. Labaj, S. M. Ressler, M. Zajaček, T. Plšek, B. Ripperda, F. Peißker, 2025, A&A.
Swift-XRT follow-up analysis of unidentified hard X-ray sources
M. Kosiba, F. Massaro, A. Paggi, H. A. Peña-Herazo, N. Masetti, V. Chavushyan, E. Bottacini, N. Werner, Aug 2024, accepted for A&A
A Candidate Supermassive Black Hole in a Gravitationally Lensed Galaxy at z ≈ 10
O.E. Kovacs, A. Bogdan, P. Natarajan, N. Werner, M. Azadi, M. Volonteri, G.R. Tremblay, U. Chadayammuri, W.R. Forman, C. Jones, R.P. Kraft, April 2024, ApJL.
Cavity DEtection Tool (CADET): Pipeline for automatic detection of X-ray cavities in hot galactic and cluster atmospheres
T. Plšek, N. Werner, M. Topinka, A. Simionescu, Nov 2023, MNRAS.
Outskirts of Abell 1795: Probing gas clumping in the intracluster medium
O.E. Kovács, Z. Zhu, N. Werner, A. Simionescu, Á. Bogdán, Oct 2023, A&A.
Ram-pressure stripped radio tail and two ULXs in the spiral galaxy HCG 97b
D. Hu, M. Zajaček, N. Werner, R. Grossová, P. Jáchym, I. D. Roberts, A. Ignesti, J. D. P. Kenney, T. Plšek, J. P. Breuer, T. Shimwell, C. Tasse, Oct 2023, MNRAS.
A multifrequency characterization of the extragalactic hard X-ray sky. Presenting the second release of the Turin-SyCAT
M. Kosiba, H. A. Peña-Herazo, F. Massaro, N. Masetti, A. Paggi, V. Chavushyan, E. Bottacini, N. Werner, Feb 2023, MNRAS.
Radio Emission of Nearby Early-type Galaxies in the Low and Very Low Radio Luminosity Range
A. Wójtowicz, Ł. Stawarz, C. C. Cheung, N. Werner, D. Rudka, Feb 2023, ApJ.
Microscopic black holes as probes for quantum gravity
S. Kováčik, 2022, eprint arXiv:2203.12332
Eigenvalue-flipping algorithm for matrix Monte Carlo
S. Kováčik, J. Tekel, 2022, Journal of High Energy Physics
Geant4 simulation of the residual background in the ATHENA Wide Field Imager from protons deflected by the Charged Particle Diverter
G. Galgóczi, J. P. Breuer, V. Fioretti, J. Zlámal, N. Werner, V. Čalkovský, N. Boudin, I. Ferreira, M. Guainazzi, A. von Kienlin, S. Lotti, T. Mineo, S. Molendi, E. Perinati, July 2022, SPIE conference proceeding.
Athena charged particle diverter simulations: effects of micro-roughness on proton scattering using Geant4
J. P. Breuer, G. Galgóczi, V. Fioretti, J. Zlámal, P. Liška, N. Werner, G. Santin, N. Boudin, I. Ferreira, M. Guainazzi, A. von Kienlin, S. Lotti, T. Mineo, S. Molendi, E. Perinati, July 2022, SPIE conference proceeding.
The cycle of metals in the infalling elliptical galaxy NGC 1404
Mernier, F., N. Werner, Y. Su, C. Pinto, R. Grossová, A. Simionescu, E. Iodice, M. Sarzi, A. Görgei, Jan 2022, MNRAS.
The relation between accretion rate and jet power in early-type galaxies with thermally unstable hot atmospheres
T. Plšek, N. Werner, R. Grossová, M. Topinka, A. Simionescu, S.W. Allen, Sep 2022, MNRAS.
Hawking-radiation recoil of microscopic black holes
Kováčik, Samuel. 2021, Physics of the Dark Universe.
Very Large Array Radio Study of a Sample of Nearby X-ray and Optically Bright Early-Type Galaxies
R. Grossová, N. Werner, F. Massaro, K. Lakhchaura, T. Plšek, K. Gabányi, K. Rajpurohit, R. E. A. Canning, P. Nulsen, E. O’Sullivan, S. W. Allen, A. Fabian, Jan 2022, ApJ.
Ultradiffuse Galaxies in the Coma Cluster: Probing Their Origin and AGN Occupation Fraction
O.E. Kovács, Á. Bogdán, R.E.A. Canning, Aug 2020, ApJ.
Multiwavelength classification of X-ray selected galaxy cluster candidates using convolutional neural networks
M. Kosiba, M. Lieu, B. Altieri, N. Clerc, L. Faccioli, S. Kendrew, I. Valtchanov, T. Sadibekova, M. Pierre, F. Hroch, N. Werner, L. Burget, C. Garrel, E. Koulouridis, E. Gaynullina, M. Molham, M. E. Ramos-Ceja, A. Khalikova, Aug 2020, MNRAS.
The mergers in Abell 2256: displaced gas and its connection to the radio-emitting plasma
J. P. Breuer, N. Werner, F. Mernier, T. Mroczkowski, A. Simionescu, T. E. Clarke, J. A. ZuHone, L. Di Mascolo, July 2020, MNRAS.
Powerful AGN jets and unbalanced cooling in the hot atmosphere of IC 4296
R. Grossová, N. Werner, K. Rajpurohit, F. Mernier, K. Lakhchaura, K. Gabányi, R.E.A. Canning, P. Nulsen, F. Massaro, M. Sun, T. Connor, A. King, S.W. Allen, R.L.S. Frisbie, M. Donahue, A.C. Fabian, 2019, MNRAS.
Theses
Exploring the Intracluster Medium with XRISM's High-resolution X-ray Spectroscopy
Julie Přibylová, Bachelor's thesis, Department of Theoretical Physics and Astrophysics, Masaryk University, 2026.
Investigating the Physics of Hot Galactic Atmospheres
Tomáš Plšek, PhD thesis, Department of Theoretical Physics and Astrophysics, Masaryk University, 2026.
Probing the radio-mechanical AGN feedback using multi-cavity systems
Barbora Miklošová, Bachelor's thesis, Department of Theoretical Physics and Astrophysics, Masaryk University, 2025.
Why do not all radio galaxies form extended structures?
Nina Duchyňová, Bachelor's thesis, Department of Theoretical Physics and Astrophysics, Masaryk University, 2025.
Spatially resolved X-ray spectroscopy of dynamically active clusters and constraints on intra-cluster medium physics
Jean-Paul Breuer, PhD thesis, Department of Theoretical Physics and Astrophysics, Masaryk University, 2024.
Machine learning analysis and cataloging of extragalactic sources
Matej Kosiba, PhD thesis, Department of Theoretical Physics and Astrophysics, Masaryk University, 2024.
X-ray spectroscopy of the cosmic web
Martin Kolář, Bachelor's thesis, Department of Theoretical Physics and Astrophysics, Masaryk University, 2024.
Studying the heating/cooling balance in galaxy cluster with the Athena X-ray observatory
Eva Baťková, Master's thesis, Department of Theoretical Physics and Astrophysics, Masaryk University, 2023.
Probing extremely obscured accretion in our cosmic backyard
Kristína Kallová, Master's thesis, Department of Theoretical Physics and Astrophysics, Masaryk University, 2023.
Characterising the unresolved emission in the Chandra Deep Field-South
Kateřina Svačinková, Master's thesis, Department of Theoretical Physics and Astrophysics, Masaryk University, 2023.
Multifrequency observations of radio galaxies and their interaction with the intergalactic medium
Romana Grossová, PhD thesis, Department of Theoretical Physics and Astrophysics, Masaryk University, 2021.
The relation between the Bondi accretion rate and jet power in giant elliptical galaxies
Tomáš Plšek, Master's thesis, Department of Theoretical Physics and Astrophysics, Masaryk University, 2021.
A X-ray study on fine structures in a jet of NGC 4486
Eva Baťková, Bachelor's thesis, Department of Theoretical Physics and Astrophysics, Masaryk University, 2021.
X-ray study of the AGN driven spherical shock in the giant elliptical galaxy M89
Klaudia Protušová, Bachelor's thesis, Department of Theoretical Physics and Astrophysics, Masaryk University, 2021.
A comprehensive radio study of NGC 2329
Kristýna Janoušková, Bachelor's thesis, Department of Theoretical Physics and Astrophysics, Masaryk University, 2021.
Green Pea galaxies in X-rays
Kristína Kallová, Bachelor's thesis, Department of Theoretical Physics and Astrophysics, Masaryk University, 2020.
X-ray spectroscopy of Jupiter's auroral emission
Kateřina Svačinková, Bachelor's thesis, Department of Theoretical Physics and Astrophysics, Masaryk University, 2020.
Classification of galaxy clusters by neural networks
Matej Kosiba, Master's thesis, Department of Theoretical Physics and Astrophysics, Masaryk University, 2019.
Dark matter modelling of galaxy clusters
Tomáš Plšek, Bachelor's thesis, Department of Theoretical Physics and Astrophysics, Masaryk University, 2019.
Galaxy Classification using Machine Learning
Matej Kosiba, Bachelor's thesis, Department of Theoretical Physics and Astrophysics, Masaryk University, 2017.

Members

Martin Kolář

Student

e‑mail:

Julie Přibylová

Student

e‑mail:


Former members

Henry Best

e‑mail:

Matej Kosiba

e‑mail:

Samuel Kováčik

e‑mail:

Hu Dan

e‑mail:

Anna Patrycja Wójtowicz

e‑mail:

Jolie L'Heureux

e‑mail:

Jean-Paul Breuer

e‑mail:

Orsolya Kovács

e‑mail:

Klaudia Protušová

e‑mail:

Kristýna Janoušková

e‑mail:

Kristína Kallová

e‑mail:

Eva Baťková

e‑mail:

Kateřina Svačinková

e‑mail:

Martin Topinka

e‑mail:


Events

8th ICM Theory and Computation Workshop

July 20–24, 2026


The ICM Theory and Computation Workshop brings together experts in theory, simulations, plasma physics, and observations to discuss the physics of the intracluster medium and AGN feedback. The meeting fosters collaboration and the exchange of ideas in light of the latest advances in X-ray observations and computational astrophysics. For more information, see the conference website or blogpost on Faculty news.

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