TY - JOUR
T1 - The AGORA High-resolution Galaxy Simulations Comparison Project. VI. Similarities and Differences in the Circumgalactic Medium
AU - the AGORA Collaboration
AU - Strawn, Clayton
AU - Roca-Fàbrega, Santi
AU - Primack, Joel R.
AU - Kim, Ji Hoon
AU - Genina, Anna
AU - Hausammann, Loic
AU - Kim, Hyeonyong
AU - Lupi, Alessandro
AU - Nagamine, Kentaro
AU - Powell, Johnny W.
AU - Revaz, Yves
AU - Shimizu, Ikkoh
AU - Velázquez, Héctor
AU - Abel, Tom
AU - Ceverino, Daniel
AU - Dong, Bili
AU - Jung, Minyong
AU - Quinn, Thomas R.
AU - Shin, Eun Jin
AU - Barrow, Kirk S.S.
AU - Dekel, Avishai
AU - Oh, Boon Kiat
AU - Mandelker, Nir
AU - Teyssier, Romain
AU - Hummels, Cameron
AU - Maji, Soumily
AU - Man, Antonio
AU - Mayerhofer, Paul
N1 - S.R.-F. acknowledges support from a Spanish postdoctoral fellowship, under grant No. 2017-T2/TIC-5592. His work has been supported by the Madrid Government (Comunidad de Madrid-Spain) under the Multiannual Agreement with Complutense University in the line Program to Stimulate Research for Young Doctors in the context of V PRICIT (Regional Programme of Research and Technological Innovation). He also acknowledges financial support from the Spanish Ministry of Economy and Competitiveness under grant Nos. AYA2016-75808-R, AYA2017-90589-REDT, and S2018/ NMT-429, and from CAM-UCM under grant No. PR65/1922462. The art-i simulations were performed by S.R.-F. on the BRIGIT/ EOLO cluster at Centro de Proceso de Datos, Universidad Complutense de Madrid, and on the STÓCATL supercomputer at Instituto de Astronomía de la UNAM. The ramses simulations were performed by S.R.-F. on the MIZTLI supercomputer at LANCAD, UNAM, within the research project LANCAD-UNAM-DGTIC-151 and on Laboratorio Nacional de Supercómputo del Sureste, CONACYT. J.K. acknowledges support by Samsung Science and Technology Foundation under Project Number SSTF-BA1802-04. His work was also supported by the National Research Foundation of Korea (NRF) grant funded by the Korea government (MSIT; No. 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, as well as 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 . The arepo runs were carried out by A.G. on the High Performance Computing resources of the FREYA cluster at the Max Planck Computing and Data Facility (MPCDF) in Garching operated by the Max Planck Society (MPG). A.L. acknowledges funding by the MIUR under the grant PRIN 2017-MB8AEZ. K.N. acknowledges support from MEXT/JSPS KAKENHI grant Nos. 19H05810, 20H00180, and 22K21349, as well as travel support from Kavli IPMU, World Premier Research Center Initiative, where part of this work was conducted. The gadget3-osaka simulations and analyses were performed by K.N. and I.S. on the XC50 systems at the Center for Computational Astrophysics of the National Astronomical Observatory of Japan, on OCTOPUS and SQUID at the Cybermedia Center of Osaka University, and on Oakforest-PACS at the University of Tokyo as part of the HPCI System Research Project (hp200041, hp210090, hp220044, hp230089). Y.R. acknowledges support by the Swiss Federal Institute of Technology in Lausanne (EPFL) through the use of the facilities of its Scientific IT and Application Support Center (SCITAS). H.V. acknowledges support from PAPIIT of Universidad Nacional Autónoma de México (UNAM) under grant No. IN101918 and also from Centro Nacional de Supercomputo (CNS-IPICYT-CONACYT) and from the Laboratorio Nacional de Supercómputo del Sureste (LNS-CONAHCYT). The CHANGA simulations were performed by H.V. and J.W.P. on the ATÓCATL supercomputer at Instituto de Astronomía de la UNAM and the Extreme Science and Engineering Discovery Environment (XSEDE) allocations TG-AST20020 and TG-MCA94P018. XSEDE is supported by the National Science Foundation grant ACI-1053575. D.C. is a Ramon-Cajal Researcher and is supported by Ministerio de Ciencia, Innovación y Universidades (MICIU/FEDER) under research grant PID2021-122603NB-C21. N.M. acknowledges support from ISF grant 3061/21 and from BSF grant 2020302. C.H. is supported by NSF grant AAG-1911233, and NASA grants HST-AR-15800, HST-AR-16633, and HST-GO-16703. S.M., A.M., and P.M. carried out this research under the auspices of the Science Internship Program at the University of California, Santa Cruz under the mentorship of C.S.
We thank all of our colleagues who participate 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 thank the UCSC Foundation Board Opportunity Fund for supporting the AGORA project papers as well as the AGORA annual meetings. We thank Volker Springel for providing the original versions of gadget-3 to be used in the AGORA Project. Analysis of all codes was done using resources of the National Energy Research Scientific Computing Center (NERSC), a user facility supported by the Office of Science of the U.S. Department of Energy under contract No. DE-AC0205CH11231. Partial support for C.S. was provided by grant HST-AR-14578 to J.R.P. from the STScI under NASA contract NAS5-26555 and from J.R.P.'s Google Faculty Research Grant. C.S. also received support from the UCSC Science Internship Program (SIP) and the ARCS Foundation.
PY - 2024/2/1
Y1 - 2024/2/1
N2 - We analyze the circumgalactic medium (CGM) for eight commonly-used cosmological codes in the AGORA collaboration. The codes are calibrated to use identical initial conditions, cosmology, heating and cooling, and star formation thresholds, but each evolves with its own unique code architecture and stellar feedback implementation. Here, we analyze the results of these simulations in terms of the structure, composition, and phase dynamics of the CGM. We show properties such as metal distribution, ionization levels, and kinematics are effective tracers of the effects of the different code feedback and implementation methods, and as such they can be highly divergent between simulations. This is merely a fiducial set of models, against which we will in the future compare multiple feedback recipes for each code. Nevertheless, we find that the large parameter space these simulations establish can help disentangle the different variables that affect observable quantities in the CGM, e.g., showing that abundances for ions with higher ionization energy are more strongly determined by the simulation’s metallicity, while abundances for ions with lower ionization energy are more strongly determined by the gas density and temperature.
AB - We analyze the circumgalactic medium (CGM) for eight commonly-used cosmological codes in the AGORA collaboration. The codes are calibrated to use identical initial conditions, cosmology, heating and cooling, and star formation thresholds, but each evolves with its own unique code architecture and stellar feedback implementation. Here, we analyze the results of these simulations in terms of the structure, composition, and phase dynamics of the CGM. We show properties such as metal distribution, ionization levels, and kinematics are effective tracers of the effects of the different code feedback and implementation methods, and as such they can be highly divergent between simulations. This is merely a fiducial set of models, against which we will in the future compare multiple feedback recipes for each code. Nevertheless, we find that the large parameter space these simulations establish can help disentangle the different variables that affect observable quantities in the CGM, e.g., showing that abundances for ions with higher ionization energy are more strongly determined by the simulation’s metallicity, while abundances for ions with lower ionization energy are more strongly determined by the gas density and temperature.
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U2 - 10.3847/1538-4357/ad12cb
DO - 10.3847/1538-4357/ad12cb
M3 - Article
AN - SCOPUS:85183944928
SN - 0004-637X
VL - 962
JO - Astrophysical Journal
JF - Astrophysical Journal
IS - 1
M1 - 29
ER -