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We thank all of our colleagues participating in the AGORA Project for their collaborative spirit, which has allowed the AGORA Collaboration to remain strong as a platform to foster and launch multiple science-oriented comparison efforts. We also thank Volker Springel for providing the original versions of Gadget-3 to be used in the AGORA Project. We thank the UCSC Foundation Board Opportunity Fund for supporting the AGORA Project papers as well as the AGORA annual meetings. This research used resources of the National Energy Research Scientific Computing Center, a DOE Office of Science User Facility supported by the Office of Science of the U.S. Department of Energy under contract No. DE-AC02-05CH11231 using NERSC award HEP-ERCAP0024062. S.R.-F. and O.A. acknowledge support from the Knut and Alice Wallenberg Foundation, the Swedish Research Council (grant 2019-04659), and the Swedish National Space Agency (SNSA Dnr 2023-00164). S.R.-F. also acknowledges financial support from the Spanish Ministry of Science and Innovation through projects PID2020-114581GB-C22, PID2022-138896NB-C55, and PID2021-123417ob-i00. J.K. acknowledges support from the Samsung Science and Technology Foundation under project No. SSTF-BA1802-04. His work was also supported by the National Research Foundation of Korea (NRF) grant funded by the Korean government (MSIT; Nos. 2022M3K3A1093827 and 2023R1A2C1003244). His work was also supported by the National Institute of Supercomputing and Network/Korea Institute of Science and Technology Information with supercomputing resources including technical support, grants KSC-2020-CRE-0219, KSC-2021-CRE-0442, and KSC-2022-CRE-0355. A.G. would like to thank Ruediger Pakmor, Volker Springel, Matthew Smith, and Benjamin Keller for help with Arepo and Grackle. Art-I simulations were performed on the Brigit/Eolo cluster at the Centro de Proceso de Datos, Universidad Complutense de Madrid, and on the Atocatl supercomputer at the Instituto de Astronomia de la UNAM. Ramses simulations were performed on the Miztli supercomputer at the LANACAD, Universidad Nacional Autonoma de Mexico, within the research project LANCAD-UNAM-DGTIC-151 and on the Laboratorio Nacional de Supercmputo del Sureste-Conacyt. Changa simulations were performed on the Atocatl supercomputer at the Instituto de Astronomia de la UNAM. Gadget3-Osaka simulations and analyses were performed on the XC50 systems at the Center for Computational Astrophysics (CfCA) of the National Astronomical Observatory of Japan (NAOJ), Octopus at the Cybermedia Center, Osaka University, and Oakforest-PACS at the University of Tokyo as part of the HPCI system Research Project (hp190050, hp200041). Arepo simulations were performed on the High-Performance Computing resources of the Freya cluster at the Max Planck Computing and Data Facility (MPCDF, https://www.mpcdf.mpg.de) in Garching operated by the Max Planck Society (MPG). The publicly available Enzo and yt codes used in this work are the products of collaborative efforts by many independent scientists from numerous institutions around the world. Their commitment to open science has helped make this work possible.

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Ceverino, DanielAuthor

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July 2, 2024
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The AGORA High-resolution Galaxy Simulations Comparison Project. IV. Halo and Galaxy Mass Assembly in a Cosmological Zoom-in Simulation at z ≤ 2

Publicated to:ASTROPHYSICAL JOURNAL. 968 (2): 125- - 2024-06-01 968(2), DOI: 10.3847/1538-4357/ad43de

Authors: Roca-Fabrega, Santi; Kim, Ji-hoon; Primack, Joel R; Jung, Minyong; Genina, Anna; Hausammann, Loic; Kim, Hyeonyong; Lupi, Alessandro; Nagamine, Kentaro; Powell, Johnny W; Revaz, Yves; Shimizu, Ikkoh; Strawn, Clayton; Velazquez, Hector; Abel, Tom; Ceverino, Daniel; Dong, Bili; Quinn, Thomas R; Shin, Eun-jin; Segovia-Otero, Alvaro; Agertz, Oscar; Barrow, Kirk S S; Cadiou, Corentin; Dekel, Avishai; Hummels, Cameron; Oh, Boon Kiat; Teyssier, Romain

Affiliations

CALTECH, TAPIR, Pasadena, CA 91125 USA - Author
CHUAC, Ciudad Univ Cantoblanco, E-28049 Coruna, Spain - Author
Eidgenoss TH Zurich ETHZ, TS High Performance Comp, CH-8092 Zurich, Switzerland - Author
Fac Ciencias Fis, Dept Fis Tierra & Astrofis, Pl Ciencias,1, Madrid 28040, Spain - Author
Hebrew Univ Jerusalem, Racah Inst Phys, Ctr Astrophys & Planetary Sci, IL-91904 Jerusalem, Israel - Author
Inst Phys, CH-1015 Neuchatel, Switzerland - Author
Lund Univ, Dept Phys, Div Astrophys, Lund Observ, SE-22100 Lund, Sweden - Author
Max Planck Inst Astrophys, Karl Schwarzschild Str 1, D-85748 Garching, Germany - Author
Osaka Univ, Grad Sch Sci, Dept Earth & Space Sci, Toyonaka, Osaka 5600043, Japan - Author
Princeton Univ, Dept Astrophys Sci, Princeton, NJ 08544 USA - Author
Reed Coll, Dept Phys, Portland, OR 97202 USA - Author
Seoul Natl Univ, Astron Res Ctr, Seoul 08826, South Korea - Author
Seoul Natl Univ, Ctr Theoret Phys, Dept Phys & Astron, Seoul 08826, South Korea - Author
Seoul Natl Univ, Dept Aerosp Engn, Seoul 08826, South Korea - Author
Shikoku Gakuin Univ, 3 2 1 Bunkyocho, Zentsuji, Kagawa 7658505, Japan - Author
SLAC Natl Accelerator Lab, Menlo Pk, CA 94025 USA - Author
Stanford Univ, Dept Phys, Stanford, CA 94305 USA - Author
Stanford Univ, Kavli Inst Particle Astrophys & Cosmol, Stanford, CA 94305 USA - Author
Univ Autonoma Madrid, Fac Ciencias, CIAFF, E-28049 Madrid, Spain - Author
Univ Calif San Diego, Ctr Astrophys & Space Sci, Dept Phys, La Jolla, CA 92093 USA - Author
Univ Calif Santa Cruz, Dept Phys, Santa Cruz, CA 95064 USA - Author
Univ Connecticut, Dept Phys, U 3046, Storrs, CT 06269 USA - Author
Univ Illinois Champaign Urbana, Champaign, IL 61801 USA - Author
Univ Insubria, DiSAT, Via Valleggio 11, I-22100 Como, Italy - Author
Univ Milano Bicocca, Dipartimento Fis G Occhialini, I-20126 Milan, Italy - Author
Univ Nacl Autonoma Mexico, Inst Astron, AP 70 264, Mexico City 04510, Mexico - Author
Univ Nevada Vegas, Dept Phys & Astron, Las Vegas, NV 89154 USA - Author
Univ Tokyo, Kavli IPMU WPI, 5 1 5 Kashiwanoha, Kashiwa, Chiba 2778583, Japan - Author
Univ Washington, Dept Astron, Seattle, WA 98195 USA - Author
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Abstract

In this fourth paper from the AGORA Collaboration, we study the evolution down to redshift z = 2 and below of a set of cosmological zoom-in simulations of a Milky Way mass galaxy by eight of the leading hydrodynamic simulation codes. We also compare this CosmoRun suite of simulations with dark matter-only simulations by the same eight codes. We analyze general properties of the halo and galaxy at z = 4 and 3, and before the last major merger, focusing on the formation of well-defined rotationally supported disks, the mass-metallicity relation, the specific star formation rate, the gas metallicity gradients, and the nonaxisymmetric structures in the stellar disks. Codes generally converge well to the stellar-to-halo mass ratios predicted by semianalytic models at z similar to 2. We see that almost all the hydro codes develop rotationally supported structures at low redshifts. Most agree within 0.5 dex with the observed mass-metallicity relation at high and intermediate redshifts, and reproduce the gas metallicity gradients obtained from analytical models and low-redshift observations. We confirm that the intercode differences in the halo assembly history reported in the first paper of the collaboration also exist in CosmoRun, making the code-to-code comparison more difficult. We show that such differences are mainly due to variations in code-dependent parameters that control the time stepping strategy of the gravity solver. We find that variations in the early stellar feedback can also result in differences in the timing of the low-redshift mergers. All the simulation data down to z = 2 and the auxiliary data will be made publicly available.

Keywords

ConvergencDisc galaxiesDragonfly nearby galaxiesEvolutionI.IllustristngPhase metallicity gradientsSmoothed particle hydrodynamicsStar-forming galaxiesStellar feedback

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Bibliometric impact. Analysis of the contribution and dissemination channel

The work has been published in the journal ASTROPHYSICAL JOURNAL due to its progression and the good impact it has achieved in recent years, according to the agency WoS (JCR), it has become a reference in its field. In the year of publication of the work, 2024 there are still no calculated indicators, but in 2023, it was in position 15/84, thus managing to position itself as a Q1 (Primer Cuartil), in the category Astronomy & Astrophysics.

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From the perspective of influence or social adoption, and based on metrics associated with mentions and interactions provided by agencies specializing in calculating the so-called "Alternative or Social Metrics," we can highlight as of 2025-07-04:

  • The use of this contribution in bookmarks, code forks, additions to favorite lists for recurrent reading, as well as general views, indicates that someone is using the publication as a basis for their current work. This may be a notable indicator of future more formal and academic citations. This claim is supported by the result of the "Capture" indicator, which yields a total of: 25 (PlumX).

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Leadership analysis of institutional authors

This work has been carried out with international collaboration, specifically with researchers from: Germany; Israel; Italy; Japan; Mexico; Republic of Korea; Sweden; Switzerland; United States of America.