English

The FLAMINGO simulations data release

Cosmology and Nongalactic Astrophysics 2026-04-30 v2

Abstract

We describe the public release of >2.3>2.3 petabytes of data from the FLAMINGO cosmological simulations. The suite consists of hydrodynamical simulations that include radiative cooling, star formation, stellar mass loss and the resulting chemical enrichment, supernova feedback, and two implementations of AGN feedback. Neutrinos are simulated explicitly using particles. Data products include snapshots, halo and galaxy catalogues, HEALPix all-sky lightcone maps, particle data for lightcone maps, and power spectra. The FLAMINGO set includes 22 hydrodynamical simulations. In addition, there are 16 gravity-only simulations, including the 10080310080^3 particles FLAMINGO-10k run, with initial conditions that match those of the corresponding hydrodynamical runs. The fiducial hydrodynamical simulations span three numerical resolutions that have each been calibrated to reproduce the present-day galaxy stellar mass function and gas fractions in low-redshift clusters. Other simulations systematically vary the galaxy stellar mass function, cluster gas fractions, cosmology (including neutrino masses), and/or the nature of dark matter, in volumes of 1Gpc3^3. The release includes hitherto unpublished simulations that use extra dark matter particles. While we provide a facility for downloading complete simulation outputs, we recognise that for many users this will not be possible due to limited local storage or network bandwidth. We implement a web service that enables users to explore available outputs and selectively download datasets or parts of datasets.

Cite

@article{arxiv.2604.24324,
  title  = {The FLAMINGO simulations data release},
  author = {John C. Helly and Robert J. McGibbon and Joop Schaye and Matthieu Schaller and William McDonald and Joey Braspenning and Jeger C. Broxterman and Emily E. Costello and Willem Elbers and Victor J. Forouhar Moreno and Carlos S. Frenk and Adrian Jenkins and Roi Kugel and Ian G. McCarthy and Jaime Salcido and Marcel P. van Daalen and Bert Vandenbroucke and Tianyi Yang},
  journal= {arXiv preprint arXiv:2604.24324},
  year   = {2026}
}

Comments

19 pages. Added author Victor J. Forouhar Moreno, added grant acknowledgements, clarified halo matching procedure. For access to the FLAMINGO data see https://flamingo.strw.leidenuniv.nl/

R2 v1 2026-07-01T12:36:56.386Z