FLAMINGO publications

This page contains a list of publications submitted to arXiv which make use of the FLAMINGO simulations. The papers are listed in chronological order based on when they were uploaded to arXiv. Please let us know if we have missed your paper!

The FLAMINGO project: cosmological hydrodynamical simulations for large-scale structure and galaxy cluster surveys
Joop Schaye, Roi Kugel, Matthieu Schaller, John C. Helly, Joey Braspenning, Willem Elbers, Ian G. McCarthy, Marcel P. van Daalen, Bert Vandenbroucke, Carlos S. Frenk, Juliana Kwan, Jaime Salcido, Yannick M. Bahé, Josh Borrow, Evgenii Chaikin, Oliver Hahn, Filip Huško, Adrian Jenkins, Cedric G. Lacey, Folkert S. J. Nobels
MNRAS (2023), ADS, arXiv
FLAMINGO: calibrating large cosmological hydrodynamical simulations with machine learning
Roi Kugel, Joop Schaye, Matthieu Schaller, John C. Helly, Joey Braspenning, Willem Elbers, Carlos S. Frenk, Ian G. McCarthy, Juliana Kwan, Jaime Salcido, Marcel P. van Daalen, Bert Vandenbroucke, Yannick M. Bahé, Josh Borrow, Evgenii Chaikin, Filip Huško, Adrian Jenkins, Cedric G. Lacey, Folkert S. J. Nobels, Ian Vernon
MNRAS (2023), ADS, arXiv
Non-linear CMB lensing with neutrinos and baryons: FLAMINGO simulations versus fast approximations
Amol Upadhye, Juliana Kwan, Ian G. McCarthy, Jaime Salcido, John C. Helly, Roi Kugel, Matthieu Schaller, Joop Schaye, Joey Braspenning, Willem Elbers, Carlos S. Frenk, Marcel P. van Daalen, Bert Vandenbroucke, Jeger C. Broxterman
MNRAS (2024), ADS, arXiv
The FLAMINGO project: revisiting the S<SUB>8</SUB> tension and the role of baryonic physics
Ian G. McCarthy, Jaime Salcido, Joop Schaye, Juliana Kwan, Willem Elbers, Roi Kugel, Matthieu Schaller, John C. Helly, Joey Braspenning, Carlos S. Frenk, Marcel P. van Daalen, Bert Vandenbroucke, Jonah T. Conley, Andreea S. Font, Amol Upadhye
MNRAS (2023), ADS, arXiv
On the anisotropic distribution of clusters in the local Universe
Matthieu Schaller
MNRAS (2024), ADS, arXiv
Revisiting the extreme clustering of z ≈ 4 quasars with large volume cosmological simulations
Elia Pizzati, Joseph F. Hennawi, Joop Schaye, Matthieu Schaller
MNRAS (2024), ADS, arXiv
Inferring the dark matter splashback radius from cluster gas and observable profiles in the FLAMINGO simulations
Imogen Towler, Scott T. Kay, Joop Schaye, Roi Kugel, Matthieu Schaller, Joey Braspenning, Willem Elbers, Carlos S. Frenk, Juliana Kwan, Jaime Salcido, Marcel P. van Daalen, Bert Vandenbroucke, Edoardo Altamura
MNRAS (2024), ADS, arXiv
The FLAMINGO project: galaxy clusters in comparison to X-ray observations
Joey Braspenning, Joop Schaye, Matthieu Schaller, Ian G. McCarthy, Scott T. Kay, John C. Helly, Roi Kugel, Willem Elbers, Carlos S. Frenk, Juliana Kwan, Jaime Salcido, Marcel P. van Daalen, Bert Vandenbroucke
MNRAS (2024), ADS, arXiv
The FLAMINGO project: baryonic impact on weak gravitational lensing convergence peak counts
Jeger C. Broxterman, Matthieu Schaller, Joop Schaye, Henk Hoekstra, Konrad Kuijken, John C. Helly, Roi Kugel, Joey Braspenning, Willem Elbers, Carlos S. Frenk, Juliana Kwan, Ian G. McCarthy, Jaime Salcido, Marcel P. van Daalen, Bert Vandenbroucke
MNRAS (2024), ADS, arXiv
The FLAMINGO simulation view of cluster progenitors observed in the epoch of reionization with JWST
Seunghwan Lim, Sandro Tacchella, Joop Schaye, Matthieu Schaller, Jakob M. Helton, Roi Kugel, Roberto Maiolino
MNRAS (2024), ADS, arXiv
EIGER. VI. The Correlation Function, Host Halo Mass, and Duty Cycle of Luminous Quasars at z ≳ 6
Anna-Christina Eilers, Ruari Mackenzie, Elia Pizzati, Jorryt Matthee, Joseph F. Hennawi, Haowen Zhang, Rongmon Bordoloi, Daichi Kashino, Simon J. Lilly, Rohan P. Naidu, Robert A. Simcoe, Minghao Yue, Carlos S. Frenk, John C. Helly, Matthieu Schaller, Joop Schaye
ApJ (2024), ADS, arXiv
A unified model for the clustering of quasars and galaxies at z ≈ 6
Elia Pizzati, Joseph F. Hennawi, Joop Schaye, Matthieu Schaller, Anna-Christina Eilers, Feige Wang, Carlos S. Frenk, Willem Elbers, John C. Helly, Ruari Mackenzie, Jorryt Matthee, Rongmon Bordoloi, Daichi Kashino, Rohan P. Naidu, Minghao Yue
MNRAS (2024), ADS, arXiv
The FLAMINGO project: the coupling between baryonic feedback and cosmology in light of the S<SUB>8</SUB> tension
Willem Elbers, Carlos S. Frenk, Adrian Jenkins, Baojiu Li, John C. Helly, Roi Kugel, Matthieu Schaller, Joop Schaye, Joey Braspenning, Juliana Kwan, Ian G. McCarthy, Jaime Salcido, Marcel P. van Daalen, Bert Vandenbroucke, Silvia Pascoli
MNRAS (2025), ADS, arXiv
Relativistic SZ temperatures and hydrostatic mass bias for massive clusters in the FLAMINGO simulations
Scott T. Kay, Joey Braspenning, Jens Chluba, John C. Helly, Roi Kugel, Matthieu Schaller, Joop Schaye
MNRAS (2024), ADS, arXiv
MAGAZ3NE: Massive, Extremely Dusty Galaxies at z ∼ 2 Lead to Photometric Overestimation of Number Densities of the Most Massive Galaxies at 3 < z < 4
Ben Forrest et al.
ApJ (2024), ADS, arXiv
Dark photon constraints from CMB temperature anisotropies
Andres Aramburo-Garcia, Kyrylo Bondarenko, Alexey Boyarsky, Pavlo Kashko, Josef Pradler, Anastasia Sokolenko, Roi Kugel, Matthieu Schaller, Joop Schaye
Journal of Cosmology and Astroparticle Physics (2024), ADS, arXiv
The FLAMINGO project: a comparison of galaxy cluster samples selected on mass, X-ray luminosity, Compton-Y parameter, or galaxy richness
Roi Kugel, Joop Schaye, Matthieu Schaller, Ian G. McCarthy, Joey Braspenning, John C. Helly, Victor J. Forouhar Moreno, Robert J. McGibbon
MNRAS (2024), ADS, arXiv
Validating the clustering predictions of empirical models with the FLAMINGO simulations
Sergio Contreras, Raul E. Angulo, Jonás Chaves-Montero, Roi Kugel, Matthieu Schaller, Joop Schaye
Astronomy and Astrophysics (2024), ADS, arXiv
The FLAMINGO Project: An assessment of the systematic errors in the predictions of models for galaxy cluster counts used to infer cosmological parameters
Roi Kugel, Joop Schaye, Matthieu Schaller, Victor J. Forouhar Moreno, Robert J. McGibbon
MNRAS (2025), ADS, arXiv
Hydrostatic mass bias for galaxy groups and clusters in the FLAMINGO simulations
Joey Braspenning, Joop Schaye, Matthieu Schaller, Roi Kugel, Scott T. Kay
MNRAS (2025), ADS, arXiv
'Little red dots' cannot reside in the same dark matter haloes as comparably luminous unobscured quasars
Elia Pizzati, Joseph F. Hennawi, Joop Schaye, Anna-Christina Eilers, Jiamu Huang, Jan-Torge Schindler, Feige Wang
MNRAS (2025), ADS, arXiv
The abundance and nature of high-redshift quiescent galaxies from JADES spectroscopy and the FLAMINGO simulations
William M. Baker et al.
MNRAS (2025), ADS, arXiv
The FLAMINGO project: baryon effects on the matter power spectrum
Matthieu Schaller, Joop Schaye, Roi Kugel, Jeger C. Broxterman, Marcel P. van Daalen
MNRAS (2025), ADS, arXiv
FLAMINGO: combining kinetic SZ effect and galaxy–galaxy lensing measurements to gauge the impact of feedback on large-scale structure
Ian G. McCarthy, Alexandra Amon, Joop Schaye, Emmanuel Schaan, Raul E. Angulo, Jaime Salcido, Matthieu Schaller, Leah Bigwood, Willem Elbers, Roi Kugel, John C. Helly, Victor J. Forouhar Moreno, Carlos S. Frenk, Robert J. McGibbon, Lurdes Ondaro-Mallea, Marcel P. van Daalen
MNRAS (2025), ADS, arXiv
Weak lensing constraints on the stellar-to-halo mass relation of galaxy groups with simulation-informed scatter
Shun-Sheng Li, Henk Hoekstra, Konrad Kuijken, Matthieu Schaller, Joop Schaye
Astronomy and Astrophysics (2025), ADS, arXiv
The FLAMINGO project: cosmology with the redshift dependence of weak gravitational lensing peaks
Jeger C. Broxterman, Matthieu Schaller, Henk Hoekstra, Joop Schaye, Robert J. McGibbon, Victor J. Forouhar Moreno, Roi Kugel, Willem Elbers
MNRAS (2025), ADS, arXiv
A 1% accurate method to include baryonic effects in galaxy-galaxy lensing models
Matteo Zennaro, Giovanni Aricò, Carlos García-García, Raúl E. Angulo, Lurdes Ondaro-Mallea, Sergio Contreras, Andrina Nicola, Matthieu Schaller, Joop Schaye
arxiv (2024), ADS, arXiv
FLAMINGO: Galaxy formation and feedback effects on the gas density and velocity fields
Lurdes Ondaro-Mallea, Raul E. Angulo, Giovanni Aricò, Joop Schaye, Ian G. McCarthy, Matthieu Schaller
Astronomy and Astrophysics (2025), ADS, arXiv
On the accuracy of dark matter halo merger trees and the consequences for semi-analytic models of galaxy formation
Ángel Chandro-Gómez, Claudia del P. Lagos, Chris Power, Victor J. Forouhar Moreno, John C. Helly, Cedric G. Lacey, Robert J. McGibbon, Matthieu Schaller, Joop Schaye
MNRAS (2025), ADS, arXiv
Modeling submillimeter galaxies in cosmological simulations: Contribution to the cosmic star formation density and predictions for future surveys
Ankit Kumar, M. Celeste Artale, Antonio D. Montero-Dorta, Lucia Guaita, Kyoung-Soo Lee, Alexandra Pope, Joop Schaye, Matthieu Schaller, Eric Gawiser, Ho Seong Hwang, Woong-Seob Jeong, Jaehyun Lee, Nelson Padilla, Changbom Park, Vandana Ramakrishnan, Akriti Singh, Yujin Yang
Astronomy and Astrophysics (2025), ADS, arXiv
The emperor's new arc: gigaparsec patterns abound in a ΛCDM universe
Till Sawala, Meri Teeriaho, Carlos S. Frenk, John Helly, Adrian Jenkins, Gabor Racz, Matthieu Schaller, Joop Schaye
MNRAS (2025), ADS, arXiv
Assessing subhalo finders in cosmological hydrodynamical simulations
Victor J. Forouhar Moreno, John Helly, Robert McGibbon, Joop Schaye, Matthieu Schaller, Jiaxin Han, Roi Kugel, Yannick M. Bahé
MNRAS (2025), ADS, arXiv
Unbiased estimates of the shapes of haloes using the positions of satellite galaxies
A. Herle, N. E. Chisari, H. Hoekstra, R. J. McGibbon, J. Schaye, M. Schaller, R. Kugel
Astronomy and Astrophysics (2025), ADS, arXiv
Characterising galaxy cluster scaling relations as cosmic isotropy tracers using FLAMINGO simulations
Yujie He, Konstantinos Migkas, Joop Schaye, Joey Braspenning, Matthieu Schaller
Astronomy and Astrophysics (2025), ADS, arXiv
In situ versus ex situ drivers of galaxy quenching: critical black hole mass and main sequence universality in the FLAMINGO simulation
Seunghwan Lim, Sandro Tacchella, Roberto Maiolino, Joop Schaye, Matthieu Schaller
MNRAS (2025), ADS, arXiv
An analytic redshift-independent formulation of baryonic effects on the matter power spectrum
Matthieu Schaller, Joop Schaye
MNRAS (2025), ADS, arXiv
Map-level baryonification: unified treatment of weak lensing two-point and higher-order statistics
Alan Junzhe Zhou, Marco Gatti, Dhayaa Anbajagane, Scott Dodelson, Matthieu Schaller, Joop Schaye
Journal of Cosmology and Astroparticle Physics (2025), ADS, arXiv
Cosmological feedback from a halo assembly perspective
Luisa Lucie-Smith, Hiranya V. Peiris, Andrew Pontzen, Anik Halder, Joop Schaye, Matthieu Schaller, John Helly, Robert J. McGibbon, Willem Elbers
Physical Review D (2025), ADS, arXiv
Euclid: An emulator for baryonic effects on the matter bispectrum
P. A. Burger et al.
arxiv (2025), ADS, arXiv
Mass proxy quality of massive halo properties in the ILLUSTRISTNG and FLAMINGO simulations: I. Hot gas
Eddie Aljamal, August E. Evrard, Arya Farahi, Annalisa Pillepich, Dylan Nelson, Joop Schaye, Matthieu Schaller, Joey Braspenning
MNRAS (2025), ADS, arXiv
Baryonification: An alternative to hydrodynamical simulations for cosmological studies
Aurel Schneider, Michael Kovač, Jozef Bucko, Andrina Nicola, Robert Reischke, Sambit K. Giri, Romain Teyssier, Tilman Tröster, Alexandre Refregier, Matthieu Schaller, Joop Schaye
arxiv (2025), ADS, arXiv
Baryonification II: Constraining feedback with X-ray and kinematic Sunyaev-Zel'dovich observations
Michael Kovač, Andrina Nicola, Jozef Bucko, Aurel Schneider, Robert Reischke, Sambit K. Giri, Romain Teyssier, Matthieu Schaller, Joop Schaye
arxiv (2025), ADS, arXiv
The impact of galaxy bias on cross-correlation tomography
Sara Maleubre, Matteo Zennaro, David Alonso, Ian McCarthy, Matthieu Schaller, Joop Schaye
arxiv (2025), ADS, arXiv
The resummation model in FLAMINGO: precisely predicting matter power suppression from observed halo baryon fractions
Marcel P. van Daalen, Ioannis Koutalios, Jeger C. Broxterman, Bart J. H. Wolfs, John C. Helly, Matthieu Schaller, Joop Schaye
arxiv (2025), ADS, arXiv
Signatures of dynamical activity in the hot gas profiles of groups and clusters in the FLAMINGO simulations
Lilia Correa Magnus, Scott T. Kay, Joop Schaye, Matthieu Schaller
arxiv (2025), ADS, arXiv
Joint X-ray, kinetic Sunyaev-Zeldovich, and weak lensing measurements: toward a consensus picture of efficient gas expulsion from groups and clusters
Jared Siegel, Alexandra Amon, Ian G. McCarthy, Leah Bigwood, Masaya Yamamoto, Esra Bulbul, Jenny E. Greene, Jamie McCullough, Matthieu Schaller, Joop Schaye
arxiv (2025), ADS, arXiv
Impact of line of sight structure on weak lensing observables of galaxy clusters
Felix Vecchi, David Harvey, James Nightingale, Matthieu Schaller, Joop Schaye, Ethan Tregidga
Astronomy and Astrophysics (2025), ADS, arXiv
Nulling baryonic feedback in weak lensing surveys using cross-correlations with fast radio bursts
Calvin Leung, Josh Borrow, Kiyoshi W. Masui, Shion Andrew, Kai-Feng Chen, Joop Schaye, Matthieu Schaller
arxiv (2025), ADS, arXiv
FLAMINGO: Baryonic effects on the weak lensing scattering transform
Mariia Marinichenko, Marcel P. van Daalen, Elena Sellentin, Jeger C. Broxterman, Matthieu Schaller, Joop Schaye
arxiv (2025), ADS, arXiv
The kinetic Sunyaev Zeldovich effect as a benchmark for AGN feedback models in hydrodynamical simulations: insights from DESI + ACT
Leah Bigwood, Masaya Yamamoto, Jared Siegel, Alexandra Amon, Ian G. McCarthy, Romeel Dave, Jaime Salcido, Matthieu Schaller, Joop Schaye, Tianyi Yang
arxiv (2025), ADS, arXiv
FLAMINGO: Tracing the co-evolution of hot gas and black holes in galaxy groups and clusters
Emily E. Costello, Ian G. McCarthy, Jaime Salcido, John C. Helly, Robert J. McGibbon, Matthieu Schaller, Joop Schaye
arxiv (2025), ADS, arXiv
Luminosity-Dependent Assembly Bias of Central Galaxies from Weak Lensing and Clustering
Zhenjie Liu, Hironao Miyatake, Joop Schaye, Matthieu Schaller, Keitaro Ishikawa, Tomomi Sunayama
arxiv (2025), ADS, arXiv
The luminosity function and clustering of bright quasars in the FLAMINGO cosmological simulations
Boyi Ding, Elia Pizzati, Joop Schaye, Joseph F. Hennawi, William McDonald, Matthieu Schaller
arxiv (2025), ADS, arXiv
Generating all-sky radio continuum clustering simulations with GHOST
Brandon Venville, Anna Bonaldi, David Parkinson, Natasha Hurley-Walker, Tim Galvin, Nick Seymour
arxiv (2025), ADS, arXiv

FLAMINGO publications

The FLAMINGO project: cosmological hydrodynamical simulations for large-scale structure and galaxy cluster surveys

FLAMINGO: calibrating large cosmological hydrodynamical simulations with machine learning

Non-linear CMB lensing with neutrinos and baryons: FLAMINGO simulations versus fast approximations

The FLAMINGO project: revisiting the S<SUB>8</SUB> tension and the role of baryonic physics

On the anisotropic distribution of clusters in the local Universe

Revisiting the extreme clustering of z ≈ 4 quasars with large volume cosmological simulations

Inferring the dark matter splashback radius from cluster gas and observable profiles in the FLAMINGO simulations

The FLAMINGO project: galaxy clusters in comparison to X-ray observations

The FLAMINGO project: baryonic impact on weak gravitational lensing convergence peak counts

The FLAMINGO simulation view of cluster progenitors observed in the epoch of reionization with JWST

EIGER. VI. The Correlation Function, Host Halo Mass, and Duty Cycle of Luminous Quasars at z ≳ 6

A unified model for the clustering of quasars and galaxies at z ≈ 6

The FLAMINGO project: the coupling between baryonic feedback and cosmology in light of the S<SUB>8</SUB> tension

Relativistic SZ temperatures and hydrostatic mass bias for massive clusters in the FLAMINGO simulations

MAGAZ3NE: Massive, Extremely Dusty Galaxies at z ∼ 2 Lead to Photometric Overestimation of Number Densities of the Most Massive Galaxies at 3 &lt; z &lt; 4

Dark photon constraints from CMB temperature anisotropies

The FLAMINGO project: a comparison of galaxy cluster samples selected on mass, X-ray luminosity, Compton-Y parameter, or galaxy richness

Validating the clustering predictions of empirical models with the FLAMINGO simulations

The FLAMINGO Project: An assessment of the systematic errors in the predictions of models for galaxy cluster counts used to infer cosmological parameters

Hydrostatic mass bias for galaxy groups and clusters in the FLAMINGO simulations

'Little red dots' cannot reside in the same dark matter haloes as comparably luminous unobscured quasars

The abundance and nature of high-redshift quiescent galaxies from JADES spectroscopy and the FLAMINGO simulations

The FLAMINGO project: baryon effects on the matter power spectrum

FLAMINGO: combining kinetic SZ effect and galaxy–galaxy lensing measurements to gauge the impact of feedback on large-scale structure

Weak lensing constraints on the stellar-to-halo mass relation of galaxy groups with simulation-informed scatter

The FLAMINGO project: cosmology with the redshift dependence of weak gravitational lensing peaks

A 1% accurate method to include baryonic effects in galaxy-galaxy lensing models

FLAMINGO: Galaxy formation and feedback effects on the gas density and velocity fields

On the accuracy of dark matter halo merger trees and the consequences for semi-analytic models of galaxy formation

Modeling submillimeter galaxies in cosmological simulations: Contribution to the cosmic star formation density and predictions for future surveys

The emperor's new arc: gigaparsec patterns abound in a ΛCDM universe

Assessing subhalo finders in cosmological hydrodynamical simulations

Unbiased estimates of the shapes of haloes using the positions of satellite galaxies

Characterising galaxy cluster scaling relations as cosmic isotropy tracers using FLAMINGO simulations

In situ versus ex situ drivers of galaxy quenching: critical black hole mass and main sequence universality in the FLAMINGO simulation

An analytic redshift-independent formulation of baryonic effects on the matter power spectrum

Map-level baryonification: unified treatment of weak lensing two-point and higher-order statistics

Cosmological feedback from a halo assembly perspective

Euclid: An emulator for baryonic effects on the matter bispectrum

Mass proxy quality of massive halo properties in the ILLUSTRISTNG and FLAMINGO simulations: I. Hot gas

Baryonification: An alternative to hydrodynamical simulations for cosmological studies

Baryonification II: Constraining feedback with X-ray and kinematic Sunyaev-Zel'dovich observations

The impact of galaxy bias on cross-correlation tomography

The resummation model in FLAMINGO: precisely predicting matter power suppression from observed halo baryon fractions

Signatures of dynamical activity in the hot gas profiles of groups and clusters in the FLAMINGO simulations

Joint X-ray, kinetic Sunyaev-Zeldovich, and weak lensing measurements: toward a consensus picture of efficient gas expulsion from groups and clusters

Impact of line of sight structure on weak lensing observables of galaxy clusters

Nulling baryonic feedback in weak lensing surveys using cross-correlations with fast radio bursts

FLAMINGO: Baryonic effects on the weak lensing scattering transform

The kinetic Sunyaev Zeldovich effect as a benchmark for AGN feedback models in hydrodynamical simulations: insights from DESI + ACT

FLAMINGO: Tracing the co-evolution of hot gas and black holes in galaxy groups and clusters

Luminosity-Dependent Assembly Bias of Central Galaxies from Weak Lensing and Clustering

The luminosity function and clustering of bright quasars in the FLAMINGO cosmological simulations

Generating all-sky radio continuum clustering simulations with GHOST

MAGAZ3NE: Massive, Extremely Dusty Galaxies at z ∼ 2 Lead to Photometric Overestimation of Number Densities of the Most Massive Galaxies at 3 < z < 4