Swift : a modern highly parallel gravity and smoothed particle hydrodynamics solver for astrophysical and cosmological applications

ABSTRACT Numerical simulations have become one of the key tools used by theorists in all the fields of astrophysics and cosmology. The development of modern tools that target the largest existing computing systems and exploit state-of-the-art numerical methods and algorithms is thus crucial. In this...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Veröffentlicht in:Monthly notices of the Royal Astronomical Society Jg. 530; H. 2; S. 2378 - 2419
Hauptverfasser: Schaller, Matthieu, Borrow, Josh, Draper, Peter W, Ivkovic, Mladen, McAlpine, Stuart, Vandenbroucke, Bert, Bahé, Yannick, Chaikin, Evgenii, Chalk, Aidan B G, Chan, Tsang Keung, Correa, Camila, van Daalen, Marcel, Elbers, Willem, Gonnet, Pedro, Hausammann, Loïc, Helly, John, Huško, Filip, Kegerreis, Jacob A, Nobels, Folkert S J, Ploeckinger, Sylvia, Revaz, Yves, Roper, William J, Ruiz-Bonilla, Sergio, Sandnes, Thomas D, Uyttenhove, Yolan, Willis, James S, Xiang, Zhen
Format: Journal Article
Sprache:Englisch
Veröffentlicht: London Oxford University Press 01.05.2024
Schlagworte:
Algorithms
Computation
Computer simulation
Cosmology
Distributed memory
Domain decomposition methods
Fluid mechanics
Galactic evolution
Galaxy distribution
Gas evolution
Gravity
Memory tasks
methods: numerical
Multipoles
Neutrinos
Numerical methods
Power spectra
Smooth particle hydrodynamics
software: public release
software: simulations
Solvers
Star & galaxy formation
methods: numerical
software: public release
software: simulations
ISSN:0035-8711, 1365-2966, 1365-2966
Online-Zugang:Volltext
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
Abstract ABSTRACT Numerical simulations have become one of the key tools used by theorists in all the fields of astrophysics and cosmology. The development of modern tools that target the largest existing computing systems and exploit state-of-the-art numerical methods and algorithms is thus crucial. In this paper, we introduce the fully open-source highly-parallel, versatile, and modular coupled hydrodynamics, gravity, cosmology, and galaxy-formation code Swift. The software package exploits hybrid shared- and distributed-memory task-based parallelism, asynchronous communications, and domain-decomposition algorithms based on balancing the workload, rather than the data, to efficiently exploit modern high-performance computing cluster architectures. Gravity is solved for using a fast-multipole-method, optionally coupled to a particle mesh solver in Fourier space to handle periodic volumes. For gas evolution, multiple modern flavours of Smoothed Particle Hydrodynamics are implemented. Swift also evolves neutrinos using a state-of-the-art particle-based method. Two complementary networks of sub-grid models for galaxy formation as well as extensions to simulate planetary physics are also released as part of the code. An extensive set of output options, including snapshots, light-cones, power spectra, and a coupling to structure finders are also included. We describe the overall code architecture, summarize the consistency and accuracy tests that were performed, and demonstrate the excellent weak-scaling performance of the code using a representative cosmological hydrodynamical problem with ≈300 billion particles. The code is released to the community alongside extensive documentation for both users and developers, a large selection of example test problems, and a suite of tools to aid in the analysis of large simulations run with Swift.
AbstractList Numerical simulations have become one of the key tools used by theorists in all the fields of astrophysics and cosmology. The development of modern tools that target the largest existing computing systems and exploit state-of-the-art numerical methods and algorithms is thus crucial. In this paper, we introduce the fully open-source highly-parallel, versatile, and modular coupled hydrodynamics, gravity, cosmology, and galaxy-formation code Swift. The software package exploits hybrid shared- and distributed-memory task-based parallelism, asynchronous communications, and domain-decomposition algorithms based on balancing the workload, rather than the data, to efficiently exploit modern high-performance computing cluster architectures. Gravity is solved for using a fast-multipole-method, optionally coupled to a particle mesh solver in Fourier space to handle periodic volumes. For gas evolution, multiple modern flavours of Smoothed Particle Hydrodynamics are implemented. Swift also evolves neutrinos using a state-of-the-art particle-based method. Two complementary networks of sub-grid models for galaxy formation as well as extensions to simulate planetary physics are also released as part of the code. An extensive set of output options, including snapshots, light-cones, power spectra, and a coupling to structure finders are also included. We describe the overall code architecture, summarize the consistency and accuracy tests that were performed, and demonstrate the excellent weak-scaling performance of the code using a representative cosmological hydrodynamical problem with ≈300 billion particles. The code is released to the community alongside extensive documentation for both users and developers, a large selection of example test problems, and a suite of tools to aid in the analysis of large simulations run with Swift.
Numerical simulations have become one of the key tools used by theorists in all the fields of astrophysics and cosmology. The development of modern tools that target the largest existing computing systems and exploit state-of-the-art numerical methods and algorithms is thus crucial. In this paper, we introduce the fully open-source highly-parallel, versatile, and modular coupled hydrodynamics, gravity, cosmology, and galaxy-formation code SWIFT. The software package exploits hybrid shared- and distributed-memory task-based parallelism, asynchronous communications, and domain-decomposition algorithms based on balancing the workload, rather than the data, to efficiently exploit modern high-performance computing cluster architectures. Gravity is solved for using a fast-multipole-method, optionally coupled to a particle mesh solver in Fourier space to handle periodic volumes. For gas evolution, multiple modern flavours of Smoothed Particle Hydrodynamics are implemented. SWIFT also evolves neutrinos using a state-of-the-art particle-based method. Two complementary networks of sub-grid models for galaxy formation as well as extensions to simulate planetary physics are also released as part of the code. An extensive set of output options, including snapshots, light-cones, power spectra, and a coupling to structure finders are also included. We describe the overall code architecture, summarize the consistency and accuracy tests that were performed, and demonstrate the excellent weak-scaling performance of the code using a representative cosmological hydrodynamical problem with ≈300 billion particles. The code is released to the community alongside extensive documentation for both users and developers, a large selection of example test problems, and a suite of tools to aid in the analysis of large simulations run with SWIFT.
ABSTRACT Numerical simulations have become one of the key tools used by theorists in all the fields of astrophysics and cosmology. The development of modern tools that target the largest existing computing systems and exploit state-of-the-art numerical methods and algorithms is thus crucial. In this paper, we introduce the fully open-source highly-parallel, versatile, and modular coupled hydrodynamics, gravity, cosmology, and galaxy-formation code Swift. The software package exploits hybrid shared- and distributed-memory task-based parallelism, asynchronous communications, and domain-decomposition algorithms based on balancing the workload, rather than the data, to efficiently exploit modern high-performance computing cluster architectures. Gravity is solved for using a fast-multipole-method, optionally coupled to a particle mesh solver in Fourier space to handle periodic volumes. For gas evolution, multiple modern flavours of Smoothed Particle Hydrodynamics are implemented. Swift also evolves neutrinos using a state-of-the-art particle-based method. Two complementary networks of sub-grid models for galaxy formation as well as extensions to simulate planetary physics are also released as part of the code. An extensive set of output options, including snapshots, light-cones, power spectra, and a coupling to structure finders are also included. We describe the overall code architecture, summarize the consistency and accuracy tests that were performed, and demonstrate the excellent weak-scaling performance of the code using a representative cosmological hydrodynamical problem with ≈300 billion particles. The code is released to the community alongside extensive documentation for both users and developers, a large selection of example test problems, and a suite of tools to aid in the analysis of large simulations run with Swift.
ABSTRACT Numerical simulations have become one of the key tools used by theorists in all the fields of astrophysics and cosmology. The development of modern tools that target the largest existing computing systems and exploit state-of-the-art numerical methods and algorithms is thus crucial. In this paper, we introduce the fully open-source highly-parallel, versatile, and modular coupled hydrodynamics, gravity, cosmology, and galaxy-formation code Swift. The software package exploits hybrid shared- and distributed-memory task-based parallelism, asynchronous communications, and domain-decomposition algorithms based on balancing the workload, rather than the data, to efficiently exploit modern high-performance computing cluster architectures. Gravity is solved for using a fast-multipole-method, optionally coupled to a particle mesh solver in Fourier space to handle periodic volumes. For gas evolution, multiple modern flavours of Smoothed Particle Hydrodynamics are implemented. Swift also evolves neutrinos using a state-of-the-art particle-based method. Two complementary networks of sub-grid models for galaxy formation as well as extensions to simulate planetary physics are also released as part of the code. An extensive set of output options, including snapshots, light-cones, power spectra, and a coupling to structure finders are also included. We describe the overall code architecture, summarize the consistency and accuracy tests that were performed, and demonstrate the excellent weak-scaling performance of the code using a representative cosmological hydrodynamical problem with ≈300 billion particles. The code is released to the community alongside extensive documentation for both users and developers, a large selection of example test problems, and a suite of tools to aid in the analysis of large simulations run with Swift.
Author Borrow, Josh
Xiang, Zhen
Nobels, Folkert S J
Bahé, Yannick
Chaikin, Evgenii
Revaz, Yves
Ruiz-Bonilla, Sergio
Vandenbroucke, Bert
Hausammann, Loïc
Huško, Filip
Roper, William J
Uyttenhove, Yolan
Gonnet, Pedro
van Daalen, Marcel
Ploeckinger, Sylvia
Sandnes, Thomas D
Chalk, Aidan B G
Ivkovic, Mladen
Helly, John
McAlpine, Stuart
Chan, Tsang Keung
Willis, James S
Kegerreis, Jacob A
Draper, Peter W
Correa, Camila
Schaller, Matthieu
Elbers, Willem
Author_xml – sequence: 1
  givenname: Matthieu
  orcidid: 0000-0002-2395-4902
  surname: Schaller
  fullname: Schaller, Matthieu
  email: schaller@strw.leidenuniv.nl
– sequence: 2
  givenname: Josh
  orcidid: 0000-0002-1327-1921
  surname: Borrow
  fullname: Borrow, Josh
– sequence: 3
  givenname: Peter W
  surname: Draper
  fullname: Draper, Peter W
– sequence: 4
  givenname: Mladen
  surname: Ivkovic
  fullname: Ivkovic, Mladen
– sequence: 5
  givenname: Stuart
  orcidid: 0000-0002-8286-7809
  surname: McAlpine
  fullname: McAlpine, Stuart
– sequence: 6
  givenname: Bert
  orcidid: 0000-0001-7241-1704
  surname: Vandenbroucke
  fullname: Vandenbroucke, Bert
– sequence: 7
  givenname: Yannick
  orcidid: 0000-0002-3196-5126
  surname: Bahé
  fullname: Bahé, Yannick
– sequence: 8
  givenname: Evgenii
  orcidid: 0000-0003-2047-3684
  surname: Chaikin
  fullname: Chaikin, Evgenii
– sequence: 9
  givenname: Aidan B G
  surname: Chalk
  fullname: Chalk, Aidan B G
– sequence: 10
  givenname: Tsang Keung
  orcidid: 0000-0003-2544-054X
  surname: Chan
  fullname: Chan, Tsang Keung
– sequence: 11
  givenname: Camila
  orcidid: 0000-0002-5830-8070
  surname: Correa
  fullname: Correa, Camila
– sequence: 12
  givenname: Marcel
  orcidid: 0000-0002-8801-4911
  surname: van Daalen
  fullname: van Daalen, Marcel
– sequence: 13
  givenname: Willem
  orcidid: 0000-0002-2207-6108
  surname: Elbers
  fullname: Elbers, Willem
– sequence: 14
  givenname: Pedro
  surname: Gonnet
  fullname: Gonnet, Pedro
– sequence: 15
  givenname: Loïc
  surname: Hausammann
  fullname: Hausammann, Loïc
– sequence: 16
  givenname: John
  surname: Helly
  fullname: Helly, John
– sequence: 17
  givenname: Filip
  orcidid: 0000-0002-1510-1731
  surname: Huško
  fullname: Huško, Filip
– sequence: 18
  givenname: Jacob A
  orcidid: 0000-0001-5383-236X
  surname: Kegerreis
  fullname: Kegerreis, Jacob A
– sequence: 19
  givenname: Folkert S J
  orcidid: 0000-0002-0117-7495
  surname: Nobels
  fullname: Nobels, Folkert S J
– sequence: 20
  givenname: Sylvia
  surname: Ploeckinger
  fullname: Ploeckinger, Sylvia
– sequence: 21
  givenname: Yves
  orcidid: 0000-0002-6227-0108
  surname: Revaz
  fullname: Revaz, Yves
– sequence: 22
  givenname: William J
  orcidid: 0000-0002-3257-8806
  surname: Roper
  fullname: Roper, William J
– sequence: 23
  givenname: Sergio
  orcidid: 0000-0003-0925-9804
  surname: Ruiz-Bonilla
  fullname: Ruiz-Bonilla, Sergio
– sequence: 24
  givenname: Thomas D
  surname: Sandnes
  fullname: Sandnes, Thomas D
– sequence: 25
  givenname: Yolan
  surname: Uyttenhove
  fullname: Uyttenhove, Yolan
– sequence: 26
  givenname: James S
  surname: Willis
  fullname: Willis, James S
– sequence: 27
  givenname: Zhen
  surname: Xiang
  fullname: Xiang, Zhen
BackLink https://urn.kb.se/resolve?urn=urn:nbn:se:su:diva-229345$$DView record from Swedish Publication Index (Stockholms universitet)
BookMark eNqFkUtP3TAQhS1EJS60y-4tsWHRFMdOfGN2iEeLhNRFH1trYjs3Rk6c2g4oa_54zQ3dIFVdeeT5zmjOnGN0OPrRIPSxJJ9LItj5MAaI5zGBEZQeoE3JeF1Qwfkh2hDC6qLZluUROo7xgRBSMco36Pn7k-0SvsCAB69NGHFvd71b8AQBnDMO7wI82rRgGDWOg_epN_qlm6xyBveLDl4vIwxWRRy9ezQBdz5giCn4qV-iVeD2YuWz3Pnd-jFNLhfJ-jG-R-86cNF8eH1P0M_bmx9XX4v7b1_uri7vC8W2VSrqSmczbdNCTdpGZTPQ5g7hHeugBNpyLgQllFdai0aoinQtrzowuoRtyxp2gj6tc-OTmeZWTsEOEBbpwcpr--tS-rCTcZaUClbVGT9d8Sn437OJST74OYx5Q8lovqQglIlMsZVSwccYTCeVTXtfKYB1siTyJRy5D0e-hpNVxRvV32X-xZ-tvJ-n_6B_AOTQqFA
CitedBy_id crossref_primary_10_1093_rasti_rzaf027
crossref_primary_10_1093_mnras_staf731
crossref_primary_10_1093_mnras_staf871
crossref_primary_10_1016_j_cpc_2025_109723
crossref_primary_10_1016_j_dark_2025_101965
crossref_primary_10_1051_0004_6361_202452892
crossref_primary_10_1088_1475_7516_2025_01_077
crossref_primary_10_1002_cpe_70199
crossref_primary_10_1016_j_icarus_2024_116337
crossref_primary_10_1103_vh8n_9cr2
crossref_primary_10_1051_0004_6361_202449565
crossref_primary_10_1016_j_jcp_2025_113907
crossref_primary_10_21105_joss_08252
crossref_primary_10_1103_59fw_974t
crossref_primary_10_1051_0004_6361_202449849
crossref_primary_10_1093_mnras_staf767
crossref_primary_10_1103_PhysRevResearch_7_013067
crossref_primary_10_1051_0004_6361_202553836
crossref_primary_10_1088_1475_7516_2025_01_082
crossref_primary_10_1093_mnras_staf1106
crossref_primary_10_1093_mnras_staf1105
crossref_primary_10_1051_0004_6361_202451671
crossref_primary_10_1093_mnras_staf969
crossref_primary_10_3847_1538_4357_ad43de
crossref_primary_10_1051_0004_6361_202450975
crossref_primary_10_3847_1538_4357_ad702c
crossref_primary_10_3847_1538_4357_ad778b
crossref_primary_10_1051_0004_6361_202450658
crossref_primary_10_1093_mnras_staf1180
crossref_primary_10_3847_1538_4357_adec78
crossref_primary_10_1088_1361_6633_ad85f0
crossref_primary_10_1088_1475_7516_2024_11_049
crossref_primary_10_1093_mnrasl_slaf021
crossref_primary_10_1051_0004_6361_202553981
crossref_primary_10_3847_PSJ_add929
Cites_doi 10.1093/mnras/stac295
10.1086/304888
10.1002/cpe.1631
10.1137/S1064827595287997
10.1111/j.1365-2966.2006.11132.x
10.1051/0004-6361:20011817
10.1093/mnras/stad2540
10.1146/annurev.aa.30.090192.002551
10.1093/mnras/stab1855
10.1086/510102
10.1093/mnras/stt1591
10.1016/j.nuclphysb.2005.09.041
10.1038/nature03597
10.1038/324446a0
10.1093/mnras/stac1947
10.1017/pasa.2018.25
10.1093/mnras/stt324
10.1186/s40668-017-0021-1
10.1017/pasa.2019.12
10.1093/mnras/stad450
10.1093/mnras/stv195
10.1145/2929908.2929916
10.1093/mnras/stac3447
10.1146/annurev-astro-041923-043618
10.1093/mnras/stw3340
10.1051/0004-6361/201834871
10.1063/12.0000946
10.1111/j.1365-2966.2009.15043.x
10.3847/1538-4365/ab929b
10.1046/j.1365-8711.2003.05925.x
10.1109/MCSE.2021.3134604
10.1093/mnras/stad2548
10.1093/mnras/stac857
10.1006/jcph.1999.6355
10.1093/mnras/stu1046
10.1093/mnras/staa3385
10.1086/378044
10.1002/andp.19213690304
10.1093/mnras/stv1461
10.1111/j.1365-2966.2005.09655.x
10.1007/BF02123482
10.1093/mnras/sts210
10.1088/1742-6596/1031/1/012021
10.1093/mnras/staa2591
10.1086/305615
10.1088/1475-7516/2016/04/047
10.1093/mnras/stw250
10.1093/mnras/stx232
10.1046/j.1365-8711.2003.06206.x
10.1111/j.1365-2966.2008.14191.x
10.1111/j.1365-2966.2011.18313.x
10.1093/mnras/stac1132
10.1086/312724
10.1111/j.1365-2966.2010.18123.x
10.1007/3-540-27907-5_15
10.1088/1475-7516/2022/11/058
10.1038/s41550-020-1169-1
10.1093/mnras/stad1626
10.1093/mnras/stv2169
10.1111/j.1365-2966.2009.15775.x
10.1088/0004-637X/724/1/244
10.1093/mnras/staa3149
10.1007/s41115-021-00013-z
10.1093/mnras/stab1423
10.1086/168845
10.1086/146614
10.1086/191344
10.1016/j.ascom.2022.100659
10.1887/0852743920
10.1140/epjp/i2011-11055-3
10.1093/mnras/stac1339
10.3847/1538-4357/abfc48
10.1109/SC.2012.3
10.1146/annurev-astro-082812-140951
10.1086/305588
10.1006/jcph.1997.5690
10.1006/jcph.1994.1050
10.1016/S1384-1076(03)00056-3
10.1006/jcph.2002.7026
10.1093/mnras/stad2419
10.1145/2503210.2503220
10.1016/S1384-1076(01)00042-2
10.1038/s42254-019-0127-2
10.1146/annurev-astro-081913-040019
10.1086/310975
10.1093/mnrasl/sly159
10.1086/176348
10.1051/0004-6361/201014949
10.1093/mnras/stab2482
10.1093/mnras/stz1821
10.1086/427976
10.1111/j.1365-2966.2004.08224.x
10.1093/mnras/stab3166
10.1137/140964266
10.1093/mnras/stz1606
10.1088/0067-0049/192/1/9
10.1051/0004-6361/202038382
10.1016/j.newast.2003.08.004
10.1093/mnras/sts286
10.1088/1749-4699/1/1/015003
10.21105/joss.02430
10.1016/j.ascom.2016.05.001
10.5075/epfl-thesis-9973
10.1051/0004-6361/201526438
10.1093/mnras/staa302
10.1093/mnras/stab1686
10.1016/S0021-9991(95)90221-X
10.1086/192166
10.1088/1475-7516/2011/09/032
10.1093/mnras/stac2830
10.1093/mnras/stac472
10.1088/1475-7516/2016/07/053
10.1016/j.jcp.2016.12.004
10.1111/j.1365-2966.2008.14169.x
10.1093/mnras/stz2188
10.1007/s00159-013-0059-2
10.1016/0021-9991(87)90140-9
10.1093/mnras/stx1643
10.1111/j.1365-2966.2005.09238.x
10.21105/joss.00809
10.1093/mnras/stad1243
10.1111/j.1365-2966.2006.11241.x
10.1093/mnras/stab3510
10.1186/s40668-015-0007-9
10.1051/0004-6361/201832669
10.1093/mnras/stv2056
10.1093/mnras/stac2061
10.1016/j.jcp.2008.08.011
10.1111/j.1365-2966.2006.11097.x
10.1086/163168
10.1186/s40668-014-0001-7
10.1088/0067-0049/198/1/7
10.1093/mnras/stv725
10.1111/j.1365-2966.2007.12183.x
10.1109/JPROC.2004.840301
10.1111/j.1365-2966.2011.19485.x
10.1086/187381
10.1038/s41550-020-1208-y
10.1093/mnras/stw3291
10.1111/j.1365-2966.2008.13260.x
10.1111/j.1365-2966.2005.09525.x
10.1088/0004-637X/697/2/L99
10.1086/300541
10.1093/mnras/292.1.11
10.1046/j.1365-8711.2002.05445.x
10.1093/mnras/stad2928
10.1111/j.1365-2966.2008.14176.x
10.1111/j.1365-2966.2009.15715.x
10.1146/annurev-astro-081309-130914
10.1016/j.jcp.2014.11.011
10.1051/0004-6361/202244309
10.3847/2041-8213/ac8d96
10.1016/j.jcp.2010.12.011
10.1093/mnras/288.4.1060
10.1093/mnras/stab2260
10.3233/apc200050
10.1088/0004-637X/746/2/125
10.3847/1538-4357/ac088a
10.1111/j.1365-2966.2007.12639.x
10.1093/mnras/stad3548
10.1145/364099.364331
10.1093/mnras/270.1.1
10.1093/mnras/stad342
10.1093/mnras/stu525
10.1086/421232
10.1093/mnras/stac2278
10.1016/S1384-1076(97)00019-5
10.1088/0067-0049/211/2/19
10.1086/192305
10.1111/j.1365-2966.2011.19712.x
10.1111/j.1365-2966.2012.21704.x
10.1093/mnras/staa3773
10.48550/arXiv.1705.10877
10.3847/1538-4357/833/2/202
10.1046/j.1365-8711.2001.04742.x
10.1111/j.1365-2966.2010.17158.x
10.1088/0004-637X/724/2/878
10.1017/pasa.2013.31
10.1046/j.1365-2966.2003.07112.x
10.1086/304018
10.1086/112164
10.1103/PhysRev.159.98
10.1016/j.ascom.2018.09.010
10.1016/0010-4655(94)00177-4
10.1086/587796
10.1093/mnras/stz634
10.1093/mnras/stu2058
10.1111/j.1365-2966.2007.12070.x
10.1086/171366
10.1086/317361
10.1086/313015
10.1016/j.newast.2015.06.003
10.1007/BF02702282
10.1111/j.1365-2966.2012.21439.x
10.1093/mnras/staa2172
10.1016/j.physrep.2006.04.001
10.1093/mnras/71.5.460
10.1142/S0218202599000117
10.1088/0004-637X/765/1/39
10.1080/08927022.2012.762097
10.1051/0004-6361/201117402
10.1111/j.1365-2966.2009.15331.x
10.1093/mnras/181.3.375
10.1093/mnras/stt1403
10.1093/mnras/112.2.195
10.1086/316190
10.1046/j.1365-8711.2001.04237.x
10.1111/j.1365-2966.2011.19306.x
10.3233/978-1-61499-843-3-507
ContentType Journal Article
Copyright 2024 The Author(s). Published by Oxford University Press on behalf of Royal Astronomical Society. 2024
2024 © 2024 The Author(s). Published by Oxford University Press on behalf of Royal Astronomical Society. This work is published under https://creativecommons.org/licenses/by/4.0/ (the "License"). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.
Copyright_xml – notice: 2024 The Author(s). Published by Oxford University Press on behalf of Royal Astronomical Society. 2024
– notice: 2024 © 2024 The Author(s). Published by Oxford University Press on behalf of Royal Astronomical Society. This work is published under https://creativecommons.org/licenses/by/4.0/ (the "License"). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.
DBID TOX
AAYXX
CITATION
8FD
H8D
L7M
ABAVF
ADTPV
AOWAS
D8T
DG7
ZZAVC
DOI 10.1093/mnras/stae922
DatabaseName Oxford Journals Open Access Collection
CrossRef
Technology Research Database
Aerospace Database
Advanced Technologies Database with Aerospace
SWEPUB Stockholms universitet full text
SwePub
SwePub Articles
SWEPUB Freely available online
SWEPUB Stockholms universitet
SwePub Articles full text
DatabaseTitle CrossRef
Technology Research Database
Aerospace Database
Advanced Technologies Database with Aerospace
DatabaseTitleList CrossRef

Technology Research Database
Database_xml – sequence: 1
  dbid: TOX
  name: Oxford Open
  url: https://academic.oup.com/journals/
  sourceTypes: Publisher
DeliveryMethod fulltext_linktorsrc
Discipline Meteorology & Climatology
Astronomy & Astrophysics
EISSN 1365-2966
EndPage 2419
ExternalDocumentID oai_DiVA_org_su_229345
10_1093_mnras_stae922
10.1093/mnras/stae922
GroupedDBID -DZ
-~X
.2P
.3N
.GA
.I3
.Y3
0R~
10A
123
1OC
1TH
29M
2WC
31~
4.4
48X
51W
51X
52M
52N
52O
52P
52S
52T
52W
52X
5HH
5LA
5VS
66C
6TJ
702
7PT
8-0
8-1
8-3
8-4
8UM
AAHTB
AAIJN
AAJKP
AAJQQ
AAKDD
AAMMB
AAMVS
AANHP
AAOGV
AAPQZ
AAPXW
AARHZ
AAUQX
AAVAP
ABAZT
ABCQN
ABCQX
ABEJV
ABEML
ABEUO
ABFSI
ABGNP
ABIXL
ABNGD
ABNKS
ABPEJ
ABPTD
ABQLI
ABSMQ
ABVLG
ABXVV
ABZBJ
ACBNA
ACBWZ
ACFRR
ACGFO
ACGFS
ACGOD
ACNCT
ACRPL
ACSCC
ACUFI
ACUKT
ACUTJ
ACUXJ
ACXQS
ACYRX
ACYTK
ACYXJ
ADEYI
ADGZP
ADHKW
ADHZD
ADNMO
ADOCK
ADQBN
ADRDM
ADRTK
ADVEK
ADYVW
ADZXQ
AECKG
AEFGJ
AEGPL
AEJOX
AEKKA
AEKSI
AEMDU
AENEX
AENZO
AEPUE
AETBJ
AETEA
AEWNT
AFBPY
AFEBI
AFFNX
AFFZL
AFIYH
AFOFC
AFZJQ
AGINJ
AGMDO
AGQPQ
AGSYK
AGXDD
AHGBF
AHXPO
AIDQK
AIDYY
AJAOE
AJEEA
AJEUX
ALMA_UNASSIGNED_HOLDINGS
ALTZX
ALUQC
ALXQX
AMNDL
ANAKG
APIBT
APJGH
ASAOO
ASPBG
ATDFG
AVWKF
AXUDD
AZFZN
AZVOD
BAYMD
BDRZF
BEFXN
BEYMZ
BFFAM
BFHJK
BGNUA
BHONS
BKEBE
BPEOZ
BQUQU
BTQHN
BY8
CAG
CDBKE
CO8
COF
CXTWN
D-E
D-F
DAKXR
DCZOG
DFGAJ
DILTD
DR2
DU5
D~K
E.L
E3Z
EBS
EE~
EJD
F00
F04
F5P
F9B
FEDTE
FLIZI
FLUFQ
FOEOM
FRJ
GAUVT
GJXCC
GROUPED_DOAJ
H13
H5~
HAR
HF~
HOLLA
HVGLF
HW0
HZI
HZ~
IHE
IX1
J21
JAVBF
JXSIZ
K48
KBUDW
KOP
KQ8
KSI
KSN
L7B
LC2
LC3
LH4
LP6
LP7
LW6
M43
MBTAY
MK4
NGC
NMDNZ
NOMLY
O0~
O9-
OCL
ODMLO
OHT
OIG
OJQWA
OK1
P2P
P2X
P4D
PAFKI
PB-
PEELM
PQQKQ
Q1.
Q11
Q5Y
QB0
RNS
ROL
ROZ
RUSNO
RW1
RX1
RXO
TJP
TN5
TOX
UB1
UQL
V8K
VOH
W8V
W99
WH7
WQJ
WYUIH
X5Q
X5S
XG1
YAYTL
YKOAZ
YXANX
ZY4
AAYXX
CITATION
ROX
8FD
H8D
L7M
ABAVF
ADTPV
AOWAS
D8T
DG7
ZZAVC
ID FETCH-LOGICAL-c374t-54d296b8ba50b8c871abc3706f3fa1a2b669920264dd989c40fb64faed1a7b383
IEDL.DBID TOX
ISICitedReferencesCount 64
ISICitedReferencesURI http://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=Summon&SrcAuth=ProQuest&DestLinkType=CitingArticles&DestApp=WOS_CPL&KeyUT=001207367800001&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D
ISSN 0035-8711
1365-2966
IngestDate Tue Nov 04 16:23:30 EST 2025
Thu Nov 13 06:22:30 EST 2025
Sat Nov 29 05:37:50 EST 2025
Tue Nov 18 21:16:42 EST 2025
Mon Nov 17 07:40:30 EST 2025
IsDoiOpenAccess true
IsOpenAccess true
IsPeerReviewed true
IsScholarly true
Issue 2
Keywords methods: numerical
software: public release
software: simulations
Language English
License This is an Open Access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited.
https://creativecommons.org/licenses/by/4.0
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-c374t-54d296b8ba50b8c871abc3706f3fa1a2b669920264dd989c40fb64faed1a7b383
Notes ObjectType-Article-1
SourceType-Scholarly Journals-1
ObjectType-Feature-2
content type line 14
ORCID 0000-0002-2395-4902
0000-0003-2544-054X
0000-0002-5830-8070
0000-0002-3257-8806
0000-0003-2047-3684
0000-0002-8286-7809
0000-0002-6227-0108
0000-0002-2207-6108
0000-0002-8801-4911
0000-0002-3196-5126
0000-0002-0117-7495
0000-0001-7241-1704
0000-0002-1510-1731
0000-0001-5383-236X
0000-0002-1327-1921
0000-0003-0925-9804
OpenAccessLink https://dx.doi.org/10.1093/mnras/stae922
PQID 3271190239
PQPubID 42411
PageCount 42
ParticipantIDs swepub_primary_oai_DiVA_org_su_229345
proquest_journals_3271190239
crossref_citationtrail_10_1093_mnras_stae922
crossref_primary_10_1093_mnras_stae922
oup_primary_10_1093_mnras_stae922
PublicationCentury 2000
PublicationDate 2024-05-01
PublicationDateYYYYMMDD 2024-05-01
PublicationDate_xml – month: 05
  year: 2024
  text: 2024-05-01
  day: 01
PublicationDecade 2020
PublicationPlace London
PublicationPlace_xml – name: London
PublicationTitle Monthly notices of the Royal Astronomical Society
PublicationYear 2024
Publisher Oxford University Press
Publisher_xml – name: Oxford University Press
References Chabrier (2024042413172637300_bib32) 2021; 917
Mangano (2024042413172637300_bib128) 2005; 729
Rogers (2024042413172637300_bib171) 2022
Creasey (2024042413172637300_bib42) 2018; 25
Borrow (2024042413172637300_bib26) 2023; 526
McAlpine (2024042413172637300_bib129) 2022; 512
Springel (2024042413172637300_bib204) 2021; 506
Abramowitz (2024042413172637300_bib1) 1965
Hahn (2024042413172637300_bib88) 2021; 503
Roca-Fàbrega (2024042413172637300_bib170) 2021; 917
Croton (2024042413172637300_bib43) 2013; 30
Naab (2024042413172637300_bib138) 2017; 55
Schaye (2024042413172637300_bib186) 2008; 383
Davis (2024042413172637300_bib47) 1985; 292
Monaghan (2024042413172637300_bib134) 1992; 30
Augonnet (2024042413172637300_bib10) 2011; 23
Gonnet (2024042413172637300_bib76) 2013; 39
Lucy (2024042413172637300_bib126) 1977; 82
Springel (2024042413172637300_bib203) 2005; 435
Bower (2024042413172637300_bib29) 2022; 24
Schaye (2024042413172637300_bib189) 2023; 526
Springel (2024042413172637300_bib201) 2001; 6
Wadsley (2024042413172637300_bib226) 2017; 471
Blumofe (2024042413172637300_bib18) 1995
Sanati (2024042413172637300_bib181) 2023; 669
Hausammann (2024042413172637300_bib93) 2022; 41
Rahmati (2024042413172637300_bib158) 2013; 431
Agertz (2024042413172637300_bib3) 2007; 380
Balsara (2024042413172637300_bib14) 1989
Driver (2024042413172637300_bib54) 2022; 513
Hausammann (2024042413172637300_bib91) 2021
Nelson (2024042413172637300_bib141) 1994; 270
Warren (2024042413172637300_bib228) 1995; 87
Ferland (2024042413172637300_bib65) 2017; 53
Correa (2024042413172637300_bib38) 2022; 517
Power (2024042413172637300_bib152) 2003; 338
Wadsley (2024042413172637300_bib224) 2004; 9
Lesgourgues (2024042413172637300_bib124) 2011; 2011
Springel (2024042413172637300_bib197) 2010; 48
Robertson (2024042413172637300_bib169) 2008; 680
Wright (2024042413172637300_bib234) 2006; 118
Jenkins (2024042413172637300_bib111) 1998; 499
Price (2024042413172637300_bib156) 2018; 35
Price (2024042413172637300_bib155) 2007; 374
Revaz (2024042413172637300_bib166) 2016; 588
Turk (2024042413172637300_bib218) 2011; 192
Rosswog (2024042413172637300_bib175) 2020; 498
Springel (2024042413172637300_bib199) 2002; 333
Springel (2024042413172637300_bib198) 2010; 401
Plummer (2024042413172637300_bib149) 1911; 71
Linder (2024042413172637300_bib125) 2003; 346
Ruiz-Bonilla (2024042413172637300_bib176) 2021; 500
Cheng (2024042413172637300_bib36) 1999; 155
Quinn (2024042413172637300_bib157) 1997
Bagla (2024042413172637300_bib11) 2002; 23
Greif (2024042413172637300_bib83) 2009; 392
Revaz (2024042413172637300_bib163) 2013
Tinker (2024042413172637300_bib214) 2010; 724
Fryxell (2024042413172637300_bib68) 2000; 131
Tillotson (2024042413172637300_bib213) 1962; GA-3216
Huško (2024042413172637300_bib106) 2022; 516
Nobels (2024042413172637300_bib143) 2023
Price (2024042413172637300_bib154) 2012; 231
Frigo (2024042413172637300_bib66) 2005; 93
Roper (2024042413172637300_bib172) 2023
Hopkins (2024042413172637300_bib102) 2011; 417
Smith (2024042413172637300_bib194) 2017; 466
Ludlow (2024042413172637300_bib127) 2019; 488
Kegerreis (2024042413172637300_bib116) 2022; 937
Mignone (2024042413172637300_bib133) 2012; 198
Perez (2024042413172637300_bib147) 2008
Okamoto (2024042413172637300_bib144) 2005; 363
Verlet (2024042413172637300_bib220) 1967; 159
Wiersma (2024042413172637300_bib231) 2009; 399
Saitoh (2024042413172637300_bib178) 2009; 697
Huško (2024042413172637300_bib107) 2024; 527
Bate (2024042413172637300_bib17) 1997; 288
Schaller (2024042413172637300_bib184) 2016
Bryan (2024042413172637300_bib31) 2014; 211
Springel (2024042413172637300_bib200) 2003; 339
Garrison (2024042413172637300_bib72) 2021; 508
Potter (2024042413172637300_bib151) 2017; 4
Wadsley (2024042413172637300_bib225) 2008; 387
Dehnen (2024042413172637300_bib51) 2014; 1
Ali-Haïmoud (2024042413172637300_bib4) 2013; 428
Richings (2024042413172637300_bib167) 2014; 440
Grove (2024042413172637300_bib84) 2022; 515
Frontiere (2024042413172637300_bib67) 2017; 332
Regan (2024042413172637300_bib160) 2007; 374
Harvey (2024042413172637300_bib90) 2018; 481
Monaghan (2024042413172637300_bib135) 1985; 149
Stevens (2024042413172637300_bib206) 2020; 4
Chaikin (2024042413172637300_bib33) 2022; 514
Chan (2024042413172637300_bib35) 2021; 505
Dehnen (2024042413172637300_bib50) 2002; 179
Zennaro (2024042413172637300_bib236) 2017; 466
Portegies Zwart (2024042413172637300_bib150) 2020; 4
Hopkins (2024042413172637300_bib103) 2023; 525
Sembolini (2024042413172637300_bib192) 2016; 457
Gonnet (2024042413172637300_bib78) 2016
Bagla (2024042413172637300_bib12) 2003; 8
Hernquist (2024042413172637300_bib96) 1989; 70
Elbers (2024042413172637300_bib59) 2022; 2022
Ruiz-Bonilla (2024042413172637300_bib177) 2022; 512
Haardt (2024042413172637300_bib85) 2001
Angulo (2024042413172637300_bib8) 2022; 8
Galler (2024042413172637300_bib70) 1964; 7
Dalla Vecchia (2024042413172637300_bib45) 2012; 426
Willis (2024042413172637300_bib232) 2018
Alonso Asensio (2024042413172637300_bib6) 2023; 519
Morris (2024042413172637300_bib137) 1997; 136
Revaz (2024042413172637300_bib165) 2018; 616
Garzilli (2024042413172637300_bib73) 2019; 489
Schaye (2024042413172637300_bib185) 2004; 609
Couchman (2024042413172637300_bib39) 1995; 452
Cullen (2024042413172637300_bib44) 2010; 408
Hausammann (2024042413172637300_bib92) 2019; 624
Ivkovic (2024042413172637300_bib110) 2023
Karypis (2024042413172637300_bib112) 1998; 20
Habib (2024042413172637300_bib87) 2016; 42
Crain (2024042413172637300_bib41) 2015; 450
Tornatore (2024042413172637300_bib215) 2007; 382
Monaghan (2024042413172637300_bib136) 2001; 328
Davé (2024042413172637300_bib46) 1997; 2
Lesgourgues (2024042413172637300_bib123) 2006; 429
Tepper-García (2024042413172637300_bib210) 2011; 413
Gingold (2024042413172637300_bib74) 1977; 181
Viel (2024042413172637300_bib221) 2004; 354
Reinders (2024042413172637300_bib162) 2007
Hockney (2024042413172637300_bib99) 1988
Hubber (2024042413172637300_bib104) 2011; 529
Hopkins (2024042413172637300_bib100) 2013; 428
Ivanova (2024042413172637300_bib109) 2013; 21
Goldbaum (2024042413172637300_bib75) 2018; 3
Huško (2024042413172637300_bib105) 2023; 520
Wiersma (2024042413172637300_bib230) 2009; 393
Braspenning (2024042413172637300_bib30) 2023; 523
Price (2024042413172637300_bib153) 2008; 227
Klessen (2024042413172637300_bib119) 1997; 292
Hopkins (2024042413172637300_bib101) 2015; 450
Peebles (2024042413172637300_bib146) 1980
Ferland (2024042413172637300_bib64) 1998; 110
Nobels (2024042413172637300_bib142) 2022; 515
Rosas-Guevara (2024042413172637300_bib174) 2015; 454
Wendland (2024042413172637300_bib229) 1995; 4
Heitmann (2024042413172637300_bib94) 2008; 1
Schaye (2024042413172637300_bib187) 2003; 596
Willis (2024042413172637300_bib233) 2020
Vila (2024042413172637300_bib222) 1999; 09
Teyssier (2024042413172637300_bib211) 2002; 385
Bahé (2024042413172637300_bib13) 2022; 516
Schneider (2024042413172637300_bib191) 2016; 2016
Stasyszyn (2024042413172637300_bib205) 2015; 282
Elahi (2024042413172637300_bib58) 2019; 36
Greengard (2024042413172637300_bib82) 1987; 73
Faber (2024042413172637300_bib62) 2010; 401
Michaux (2024042413172637300_bib132) 2021; 500
Stewart (2024042413172637300_bib207) 2020
Hietel (2024042413172637300_bib98) 2005
Kennicutt (2024042413172637300_bib117) 1998; 498
Xu (2024042413172637300_bib235) 1995; 98
Haardt (2024042413172637300_bib86) 2012; 746
Richings (2024042413172637300_bib168) 2014; 442
Borrow (2024042413172637300_bib25) 2022; 511
Ramsey (2024042413172637300_bib159) 2018
Revaz (2024042413172637300_bib164) 2012; 538
The HDF Group (2024042413172637300_bib212) 1997-2022
Bondi (2024042413172637300_bib20) 1952; 112
Garrison (2024042413172637300_bib71) 2019; 485
Dehnen (2024042413172637300_bib48) 2000; 536
Ploeckinger (2024042413172637300_bib148) 2020; 497
Dehnen (2024042413172637300_bib53) 2011; 126
Owen (2024042413172637300_bib145) 1997; 481
Boehm (2024042413172637300_bib19) 2000
Sanati (2024042413172637300_bib180) 2020; 643
Chaikin (2024042413172637300_bib34) 2023; 523
Navarro (2024042413172637300_bib140) 1997; 490
Adamek (2024042413172637300_bib2) 2016; 2016
Durier (2024042413172637300_bib56) 2012; 419
Menon (2024042413172637300_bib130) 2015; 2
Ishiyama (2024042413172637300_bib108) 2012
Kegerreis (2024042413172637300_bib115) 2019; 487
Schaller (2024042413172637300_bib183) 2015; 454
Booth (2024042413172637300_bib21) 2009; 398
Kravtsov (2024042413172637300_bib121) 1997; 111
Gaburov (2024042413172637300_bib69) 2011; 414
Crain (2024042413172637300_bib40) 2023; 61
Elbers (2024042413172637300_bib60) 2021; 507
Narayan (2024042413172637300_bib139) 1994; 428
Vandenbroucke (2024042413172637300_bib219) 2016; 16
Trayford (2024042413172637300_bib216) 2015; 452
Borrow (2024042413172637300_bib22) 2020; 5
Dehnen (2024042413172637300_bib52) 2012; 425
Kim (2024042413172637300_bib118) 2016; 833
Schmidt (2024042413172637300_bib190) 1959; 129
Hietel (2024042413172637300_bib97) 2001
Somerville (2024042413172637300_bib195) 2015; 53
Rein (2024042413172637300_bib161) 2017; 467
Dehnen (2024042413172637300_bib49) 2001; 324
Ewald (2024042413172637300_bib61) 1921; 369
Katz (2024042413172637300_bib114) 1996; 105
Schaye (2024042413172637300_bib188) 2015; 446
Salmon (2024042413172637300_bib179) 1994; 111
Truelove (2024042413172637300_bib217) 1997; 489
Elahi (2024042413172637300_bib57) 2011; 418
Harnois-Déraps (2024042413172637300_bib89) 2013; 436
Barnes (2024042413172637300_bib16) 1986; 324
Almgren (2024042413172637300_bib5) 2013; 765
Kugel (2024042413172637300_bib122) 2023; 526
Górski (2024042413172637300_bib79) 2005; 622
Stinson (2024042413172637300_bib208) 2006; 373
Knebe (2024042413172637300_bib120) 2013; 435
Message Passing Interface Forum (2024042413172637300_bib131) 2021
Stone (2024042413172637300_bib209) 2020; 249
Warren (2024042413172637300_bib227) 2013
Gough (2024042413172637300_bib80) 2009
Borrow (2024042413172637300_bib23) 2018
Faucher-Giguère (2024042413172637300_bib63) 2020; 493
Springel (2024042413172637300_bib196) 2005; 364
Colombi (2024042413172637300_bib37) 2009; 393
de Graaff (2024042413172637300_bib81) 2022; 511
Shakura (2024042413172637300_bib193) 1973; 24
Springel (2024042413172637300_bib202) 2005; 361
Aubert (2024042413172637300_
References_xml – volume: 512
  start-page: 5823
  year: 2022
  ident: 2024042413172637300_bib129
  publication-title: MNRAS
  doi: 10.1093/mnras/stac295
– volume: 490
  start-page: 493
  year: 1997
  ident: 2024042413172637300_bib140
  publication-title: ApJ
  doi: 10.1086/304888
– volume: 23
  start-page: 187
  year: 2011
  ident: 2024042413172637300_bib10
  publication-title: Concurrency Comput.
  doi: 10.1002/cpe.1631
– volume: 20
  start-page: 359
  year: 1998
  ident: 2024042413172637300_bib112
  publication-title: SIAM J. Sci. Comput.
  doi: 10.1137/S1064827595287997
– volume: 374
  start-page: 196
  year: 2007
  ident: 2024042413172637300_bib160
  publication-title: MNRAS
  doi: 10.1111/j.1365-2966.2006.11132.x
– volume: 385
  start-page: 337
  year: 2002
  ident: 2024042413172637300_bib211
  publication-title: A&A
  doi: 10.1051/0004-6361:20011817
– volume: 526
  start-page: 6103
  year: 2023
  ident: 2024042413172637300_bib122
  publication-title: MNRAS
  doi: 10.1093/mnras/stad2540
– volume: 30
  start-page: 543
  year: 1992
  ident: 2024042413172637300_bib134
  publication-title: ARA&A
  doi: 10.1146/annurev.aa.30.090192.002551
– volume: 506
  start-page: 2871
  year: 2021
  ident: 2024042413172637300_bib204
  publication-title: MNRAS
  doi: 10.1093/mnras/stab1855
– volume: 118
  start-page: 1711
  year: 2006
  ident: 2024042413172637300_bib234
  publication-title: PASP
  doi: 10.1086/510102
– volume: 436
  start-page: 540
  year: 2013
  ident: 2024042413172637300_bib89
  publication-title: MNRAS
  doi: 10.1093/mnras/stt1591
– volume: 729
  start-page: 221
  year: 2005
  ident: 2024042413172637300_bib128
  publication-title: Nucl. Phys. B
  doi: 10.1016/j.nuclphysb.2005.09.041
– volume: 435
  start-page: 629
  year: 2005
  ident: 2024042413172637300_bib203
  publication-title: Nature
  doi: 10.1038/nature03597
– volume: 324
  start-page: 446
  year: 1986
  ident: 2024042413172637300_bib16
  publication-title: Nature
  doi: 10.1038/324446a0
– volume: 515
  start-page: 1854
  year: 2022
  ident: 2024042413172637300_bib84
  publication-title: MNRAS
  doi: 10.1093/mnras/stac1947
– volume: 35
  start-page: e031
  year: 2018
  ident: 2024042413172637300_bib156
  publication-title: Publ. Astron. Soc. Aust.
  doi: 10.1017/pasa.2018.25
– volume: 431
  start-page: 2261
  year: 2013
  ident: 2024042413172637300_bib158
  publication-title: MNRAS
  doi: 10.1093/mnras/stt324
– volume: 4
  start-page: 2
  year: 2017
  ident: 2024042413172637300_bib151
  publication-title: Comput. Astrophys. Cosmol.
  doi: 10.1186/s40668-017-0021-1
– volume: 36
  start-page: 21
  year: 2019
  ident: 2024042413172637300_bib58
  publication-title: PASA
  doi: 10.1017/pasa.2019.12
– volume: 520
  start-page: 5090
  year: 2023
  ident: 2024042413172637300_bib105
  publication-title: MNRAS
  doi: 10.1093/mnras/stad450
– volume: 450
  start-page: 53
  year: 2015
  ident: 2024042413172637300_bib101
  publication-title: MNRAS
  doi: 10.1093/mnras/stv195
– volume-title: Proc. PASC Conference. PASC’16
  year: 2016
  ident: 2024042413172637300_bib184
  doi: 10.1145/2929908.2929916
– volume: 519
  start-page: 300
  year: 2023
  ident: 2024042413172637300_bib6
  publication-title: MNRAS
  doi: 10.1093/mnras/stac3447
– volume: 61
  start-page: 473
  year: 2023
  ident: 2024042413172637300_bib40
  publication-title: ARA&A
  doi: 10.1146/annurev-astro-041923-043618
– volume: 466
  start-page: 3244
  year: 2017
  ident: 2024042413172637300_bib236
  publication-title: MNRAS
  doi: 10.1093/mnras/stw3340
– volume: 624
  start-page: A11
  year: 2019
  ident: 2024042413172637300_bib92
  publication-title: A&A
  doi: 10.1051/0004-6361/201834871
– start-page: 080003
  volume-title: American Institute of Physics Conference Series
  year: 2020
  ident: 2024042413172637300_bib207
  doi: 10.1063/12.0000946
– volume: 398
  start-page: 53
  year: 2009
  ident: 2024042413172637300_bib21
  publication-title: MNRAS
  doi: 10.1111/j.1365-2966.2009.15043.x
– volume: 249
  start-page: 4
  year: 2020
  ident: 2024042413172637300_bib209
  publication-title: ApJS
  doi: 10.3847/1538-4365/ab929b
– volume: 338
  start-page: 14
  year: 2003
  ident: 2024042413172637300_bib152
  publication-title: MNRAS
  doi: 10.1046/j.1365-8711.2003.05925.x
– volume: 24
  start-page: 14
  year: 2022
  ident: 2024042413172637300_bib29
  publication-title: Comput. Sci. Eng.
  doi: 10.1109/MCSE.2021.3134604
– volume: 525
  start-page: 5951
  year: 2023
  ident: 2024042413172637300_bib103
  publication-title: MNRAS
  doi: 10.1093/mnras/stad2548
– volume: 512
  start-page: 4660
  year: 2022
  ident: 2024042413172637300_bib177
  publication-title: MNRAS
  doi: 10.1093/mnras/stac857
– volume: 155
  start-page: 468
  year: 1999
  ident: 2024042413172637300_bib36
  publication-title: J. Comput. Phys.
  doi: 10.1006/jcph.1999.6355
– volume: 442
  start-page: 2780
  year: 2014
  ident: 2024042413172637300_bib168
  publication-title: MNRAS
  doi: 10.1093/mnras/stu1046
– volume: 500
  start-page: 2861
  year: 2021
  ident: 2024042413172637300_bib176
  publication-title: MNRAS
  doi: 10.1093/mnras/staa3385
– volume: 596
  start-page: 768
  year: 2003
  ident: 2024042413172637300_bib187
  publication-title: ApJ
  doi: 10.1086/378044
– volume: 369
  start-page: 253
  year: 1921
  ident: 2024042413172637300_bib61
  publication-title: Ann. Phys.
  doi: 10.1002/andp.19213690304
– volume: 452
  start-page: 2879
  year: 2015
  ident: 2024042413172637300_bib216
  publication-title: MNRAS
  doi: 10.1093/mnras/stv1461
– volume: 364
  start-page: 1105
  year: 2005
  ident: 2024042413172637300_bib196
  publication-title: MNRAS
  doi: 10.1111/j.1365-2966.2005.09655.x
– volume: 4
  start-page: 389
  year: 1995
  ident: 2024042413172637300_bib229
  publication-title: Adv. Comput. Math.
  doi: 10.1007/BF02123482
– volume: 428
  start-page: 2840
  year: 2013
  ident: 2024042413172637300_bib100
  publication-title: MNRAS
  doi: 10.1093/mnras/sts210
– start-page: 012021
  volume-title: Journal of Physics Conference Series
  year: 2018
  ident: 2024042413172637300_bib159
  doi: 10.1088/1742-6596/1031/1/012021
– volume: 498
  start-page: 4230
  year: 2020
  ident: 2024042413172637300_bib175
  publication-title: MNRAS
  doi: 10.1093/mnras/staa2591
– volume-title: MPI: A Message-Passing Interface Standard Version 4.0
  year: 2021
  ident: 2024042413172637300_bib131
– volume: 499
  start-page: 20
  year: 1998
  ident: 2024042413172637300_bib111
  publication-title: ApJ
  doi: 10.1086/305615
– volume: 2016
  start-page: 047
  year: 2016
  ident: 2024042413172637300_bib191
  publication-title: J. Cosmol. Astropart. Phys.
  doi: 10.1088/1475-7516/2016/04/047
– volume: 457
  start-page: 4063
  year: 2016
  ident: 2024042413172637300_bib192
  publication-title: MNRAS
  doi: 10.1093/mnras/stw250
– volume: 467
  start-page: 2377
  year: 2017
  ident: 2024042413172637300_bib161
  publication-title: MNRAS
  doi: 10.1093/mnras/stx232
– volume: 339
  start-page: 289
  year: 2003
  ident: 2024042413172637300_bib200
  publication-title: MNRAS
  doi: 10.1046/j.1365-8711.2003.06206.x
– volume: 393
  start-page: 99
  year: 2009
  ident: 2024042413172637300_bib230
  publication-title: MNRAS
  doi: 10.1111/j.1365-2966.2008.14191.x
– volume: 414
  start-page: 129
  year: 2011
  ident: 2024042413172637300_bib69
  publication-title: MNRAS
  doi: 10.1111/j.1365-2966.2011.18313.x
– volume: 514
  start-page: 249
  year: 2022
  ident: 2024042413172637300_bib33
  publication-title: MNRAS
  doi: 10.1093/mnras/stac1132
– volume: 536
  start-page: L39
  year: 2000
  ident: 2024042413172637300_bib48
  publication-title: ApJ
  doi: 10.1086/312724
– volume: 413
  start-page: 190
  year: 2011
  ident: 2024042413172637300_bib210
  publication-title: MNRAS
  doi: 10.1111/j.1365-2966.2010.18123.x
– start-page: 339
  year: 2005
  ident: 2024042413172637300_bib98
  publication-title: Analysis and Numerics for Conservation Laws (G. Warnecke Edt.)
  doi: 10.1007/3-540-27907-5_15
– volume-title: The large-scale structure of the universe
  year: 1980
  ident: 2024042413172637300_bib146
– volume: 2022
  start-page: 058
  year: 2022
  ident: 2024042413172637300_bib59
  publication-title: J. Cosmol. Astropart. Phys.
  doi: 10.1088/1475-7516/2022/11/058
– volume: 4
  start-page: 843
  year: 2020
  ident: 2024042413172637300_bib206
  publication-title: Nat. Astron.
  doi: 10.1038/s41550-020-1169-1
– volume: 523
  start-page: 3709
  year: 2023
  ident: 2024042413172637300_bib34
  publication-title: MNRAS
  doi: 10.1093/mnras/stad1626
– volume: 454
  start-page: 2277
  year: 2015
  ident: 2024042413172637300_bib183
  publication-title: MNRAS
  doi: 10.1093/mnras/stv2169
– volume: 401
  start-page: 1898
  year: 2010
  ident: 2024042413172637300_bib62
  publication-title: MNRAS
  doi: 10.1111/j.1365-2966.2009.15775.x
– volume: 724
  start-page: 244
  year: 2010
  ident: 2024042413172637300_bib9
  publication-title: ApJ
  doi: 10.1088/0004-637X/724/1/244
– volume: 500
  start-page: 663
  year: 2021
  ident: 2024042413172637300_bib132
  publication-title: MNRAS
  doi: 10.1093/mnras/staa3149
– start-page: 391
  volume-title: Proc. 16th SPHERIC International Workshop
  year: 2022
  ident: 2024042413172637300_bib171
– volume: 8
  start-page: 1
  year: 2022
  ident: 2024042413172637300_bib8
  publication-title: Liv. Rev. Comput. Astrophys.
  doi: 10.1007/s41115-021-00013-z
– volume: 505
  start-page: 2316
  year: 2021
  ident: 2024042413172637300_bib24
  publication-title: MNRAS
  doi: 10.1093/mnras/stab1423
– volume: 356
  start-page: 359
  year: 1990
  ident: 2024042413172637300_bib95
  publication-title: ApJ
  doi: 10.1086/168845
– volume: 129
  start-page: 243
  year: 1959
  ident: 2024042413172637300_bib190
  publication-title: ApJ
  doi: 10.1086/146614
– volume: 70
  start-page: 419
  year: 1989
  ident: 2024042413172637300_bib96
  publication-title: ApJS
  doi: 10.1086/191344
– volume: 41
  start-page: 100659
  year: 2022
  ident: 2024042413172637300_bib93
  publication-title: Astron. Comput.
  doi: 10.1016/j.ascom.2022.100659
– volume-title: Computer simulation using particles
  year: 1988
  ident: 2024042413172637300_bib99
  doi: 10.1887/0852743920
– volume: 126
  start-page: 55
  year: 2011
  ident: 2024042413172637300_bib53
  publication-title: Eur. Phys. J. Plus
  doi: 10.1140/epjp/i2011-11055-3
– volume: 516
  start-page: 167
  year: 2022
  ident: 2024042413172637300_bib13
  publication-title: MNRAS
  doi: 10.1093/mnras/stac1339
– volume: 917
  start-page: 4
  year: 2021
  ident: 2024042413172637300_bib32
  publication-title: ApJ
  doi: 10.3847/1538-4357/abfc48
– start-page: 1
  volume-title: SC’12: Proc. International Conference on High Performance Computing, Networking, Storage and Analysis
  year: 2012
  ident: 2024042413172637300_bib108
  doi: 10.1109/SC.2012.3
– volume: 53
  start-page: 51
  year: 2015
  ident: 2024042413172637300_bib195
  publication-title: ARA&A
  doi: 10.1146/annurev-astro-082812-140951
– volume: 498
  start-page: 541
  year: 1998
  ident: 2024042413172637300_bib117
  publication-title: ApJ
  doi: 10.1086/305588
– volume: 149
  start-page: 135
  year: 1985
  ident: 2024042413172637300_bib135
  publication-title: A&A
– volume: 136
  start-page: 41
  year: 1997
  ident: 2024042413172637300_bib137
  publication-title: J. Comput. Phys.
  doi: 10.1006/jcph.1997.5690
– volume: 111
  start-page: 136
  year: 1994
  ident: 2024042413172637300_bib179
  publication-title: J. Comput. Phys.
  doi: 10.1006/jcph.1994.1050
– start-page: 207
  volume-title: ACM SIGPLAN Notices
  year: 1995
  ident: 2024042413172637300_bib18
– volume: 8
  start-page: 665
  year: 2003
  ident: 2024042413172637300_bib12
  publication-title: New Astron.
  doi: 10.1016/S1384-1076(03)00056-3
– volume: 179
  start-page: 27
  year: 2002
  ident: 2024042413172637300_bib50
  publication-title: J. Comput. Phys.
  doi: 10.1006/jcph.2002.7026
– volume: 526
  start-page: 4978
  year: 2023
  ident: 2024042413172637300_bib189
  publication-title: MNRAS
  doi: 10.1093/mnras/stad2419
– volume-title: Proc. International Conference on High Performance Computing, Networking, Storage and Analysis (SC'13)
  year: 2013
  ident: 2024042413172637300_bib227
  doi: 10.1145/2503210.2503220
– year: 2023
  ident: 2024042413172637300_bib143
– volume: 6
  start-page: 79
  year: 2001
  ident: 2024042413172637300_bib201
  publication-title: New Astron.
  doi: 10.1016/S1384-1076(01)00042-2
– volume: 2
  start-page: 42
  year: 2020
  ident: 2024042413172637300_bib223
  publication-title: Nature Rev. Phys.
  doi: 10.1038/s42254-019-0127-2
– volume: 55
  start-page: 59
  year: 2017
  ident: 2024042413172637300_bib138
  publication-title: ARA&A
  doi: 10.1146/annurev-astro-081913-040019
– volume: 489
  start-page: L179
  year: 1997
  ident: 2024042413172637300_bib217
  publication-title: ApJ
  doi: 10.1086/310975
– volume: 481
  start-page: L89
  year: 2018
  ident: 2024042413172637300_bib90
  publication-title: MNRAS
  doi: 10.1093/mnrasl/sly159
– volume: 452
  start-page: 797
  year: 1995
  ident: 2024042413172637300_bib39
  publication-title: ApJ
  doi: 10.1086/176348
– volume: 529
  start-page: A27
  year: 2011
  ident: 2024042413172637300_bib104
  publication-title: A&A
  doi: 10.1051/0004-6361/201014949
– volume: 508
  start-page: 575
  year: 2021
  ident: 2024042413172637300_bib72
  publication-title: MNRAS
  doi: 10.1093/mnras/stab2482
– volume: 488
  start-page: 3663
  year: 2019
  ident: 2024042413172637300_bib127
  publication-title: MNRAS
  doi: 10.1093/mnras/stz1821
– volume: 622
  start-page: 759
  year: 2005
  ident: 2024042413172637300_bib79
  publication-title: ApJ
  doi: 10.1086/427976
– volume: 354
  start-page: 684
  year: 2004
  ident: 2024042413172637300_bib221
  publication-title: MNRAS
  doi: 10.1111/j.1365-2966.2004.08224.x
– volume: 511
  start-page: 2367
  year: 2022
  ident: 2024042413172637300_bib25
  publication-title: MNRAS
  doi: 10.1093/mnras/stab3166
– volume: 37
  start-page: C95
  year: 2015
  ident: 2024042413172637300_bib77
  publication-title: SIAM J. Sci. Comput.
  doi: 10.1137/140964266
– volume: 487
  start-page: 5029
  year: 2019
  ident: 2024042413172637300_bib115
  publication-title: MNRAS
  doi: 10.1093/mnras/stz1606
– volume-title: Software Cost Estimation with Cocomo II
  year: 2000
  ident: 2024042413172637300_bib19
– volume: 24
  start-page: 337
  year: 1973
  ident: 2024042413172637300_bib193
  publication-title: A&A
– volume: 192
  start-page: 9
  year: 2011
  ident: 2024042413172637300_bib218
  publication-title: ApJS
  doi: 10.1088/0067-0049/192/1/9
– volume: 643
  start-page: A54
  year: 2020
  ident: 2024042413172637300_bib180
  publication-title: A&A
  doi: 10.1051/0004-6361/202038382
– volume: 9
  start-page: 137
  year: 2004
  ident: 2024042413172637300_bib224
  publication-title: New Astron.
  doi: 10.1016/j.newast.2003.08.004
– volume: 428
  start-page: 3375
  year: 2013
  ident: 2024042413172637300_bib4
  publication-title: MNRAS
  doi: 10.1093/mnras/sts286
– year: 1989
  ident: 2024042413172637300_bib14
– volume: 1
  start-page: 015003
  year: 2008
  ident: 2024042413172637300_bib94
  publication-title: Comput. Sci. Discov.
  doi: 10.1088/1749-4699/1/1/015003
– volume: 5
  start-page: 2430
  year: 2020
  ident: 2024042413172637300_bib22
  publication-title: J. Open Source Softw.
  doi: 10.21105/joss.02430
– volume: 16
  start-page: 109
  year: 2016
  ident: 2024042413172637300_bib219
  publication-title: Astron. Comput.
  doi: 10.1016/j.ascom.2016.05.001
– year: 2023
  ident: 2024042413172637300_bib110
  doi: 10.5075/epfl-thesis-9973
– volume: 588
  start-page: A21
  year: 2016
  ident: 2024042413172637300_bib166
  publication-title: A&A
  doi: 10.1051/0004-6361/201526438
– volume: 493
  start-page: 1614
  year: 2020
  ident: 2024042413172637300_bib63
  publication-title: MNRAS
  doi: 10.1093/mnras/staa302
– volume: 505
  start-page: 5784
  year: 2021
  ident: 2024042413172637300_bib35
  publication-title: MNRAS
  doi: 10.1093/mnras/stab1686
– year: 2021
  ident: 2024042413172637300_bib91
– year: 2016
  ident: 2024042413172637300_bib78
– volume: 121
  start-page: 357
  year: 1995
  ident: 2024042413172637300_bib15
  publication-title: J. Comput. Phys.
  doi: 10.1016/S0021-9991(95)90221-X
– volume: 98
  start-page: 355
  year: 1995
  ident: 2024042413172637300_bib235
  publication-title: ApJS
  doi: 10.1086/192166
– volume: 2011
  start-page: 032
  year: 2011
  ident: 2024042413172637300_bib124
  publication-title: J. Cosmol. Astropart. Phys.
  doi: 10.1088/1475-7516/2011/09/032
– volume: 517
  start-page: 3045
  year: 2022
  ident: 2024042413172637300_bib38
  publication-title: MNRAS
  doi: 10.1093/mnras/stac2830
– volume: 513
  start-page: 439
  year: 2022
  ident: 2024042413172637300_bib54
  publication-title: MNRAS
  doi: 10.1093/mnras/stac472
– volume: 2016
  start-page: 053
  year: 2016
  ident: 2024042413172637300_bib2
  publication-title: J. Cosmol. Astropart. Phys.
  doi: 10.1088/1475-7516/2016/07/053
– volume: 332
  start-page: 160
  year: 2017
  ident: 2024042413172637300_bib67
  publication-title: J. Comput. Phys.
  doi: 10.1016/j.jcp.2016.12.004
– volume: 392
  start-page: 1381
  year: 2009
  ident: 2024042413172637300_bib83
  publication-title: MNRAS
  doi: 10.1111/j.1365-2966.2008.14169.x
– volume: 489
  start-page: 3456
  year: 2019
  ident: 2024042413172637300_bib73
  publication-title: MNRAS
  doi: 10.1093/mnras/stz2188
– start-page: 64
  volume-title: Clusters of Galaxies and the High Redshift Universe Observed in X-rays
  year: 2001
  ident: 2024042413172637300_bib85
– volume: 21
  start-page: 59
  year: 2013
  ident: 2024042413172637300_bib109
  publication-title: Astron. Astrophys. Rev.
  doi: 10.1007/s00159-013-0059-2
– volume: 73
  start-page: 325
  year: 1987
  ident: 2024042413172637300_bib82
  publication-title: J. Comput. Phys.
  doi: 10.1016/0021-9991(87)90140-9
– volume: 471
  start-page: 2357
  year: 2017
  ident: 2024042413172637300_bib226
  publication-title: MNRAS
  doi: 10.1093/mnras/stx1643
– volume: 361
  start-page: 776
  year: 2005
  ident: 2024042413172637300_bib202
  publication-title: MNRAS
  doi: 10.1111/j.1365-2966.2005.09238.x
– volume: 3
  start-page: 809
  year: 2018
  ident: 2024042413172637300_bib75
  publication-title: J. Open Source Softw.
  doi: 10.21105/joss.00809
– volume: 523
  start-page: 1280
  year: 2023
  ident: 2024042413172637300_bib30
  publication-title: MNRAS
  doi: 10.1093/mnras/stad1243
– volume: 374
  start-page: 1347
  year: 2007
  ident: 2024042413172637300_bib155
  publication-title: MNRAS
  doi: 10.1111/j.1365-2966.2006.11241.x
– volume: 511
  start-page: 2544
  year: 2022
  ident: 2024042413172637300_bib81
  publication-title: MNRAS
  doi: 10.1093/mnras/stab3510
– volume: 2
  start-page: 1
  year: 2015
  ident: 2024042413172637300_bib130
  publication-title: Comput. Astrophys. Cosmol.
  doi: 10.1186/s40668-015-0007-9
– volume: 616
  start-page: A96
  year: 2018
  ident: 2024042413172637300_bib165
  publication-title: A&A
  doi: 10.1051/0004-6361/201832669
– volume: 454
  start-page: 1038
  year: 2015
  ident: 2024042413172637300_bib174
  publication-title: MNRAS
  doi: 10.1093/mnras/stv2056
– volume: 515
  start-page: 4838
  year: 2022
  ident: 2024042413172637300_bib142
  publication-title: MNRAS
  doi: 10.1093/mnras/stac2061
– volume: 227
  start-page: 10040
  year: 2008
  ident: 2024042413172637300_bib153
  publication-title: J. Comput. Phys.
  doi: 10.1016/j.jcp.2008.08.011
– volume: 373
  start-page: 1074
  year: 2006
  ident: 2024042413172637300_bib208
  publication-title: MNRAS
  doi: 10.1111/j.1365-2966.2006.11097.x
– volume: 292
  start-page: 371
  year: 1985
  ident: 2024042413172637300_bib47
  publication-title: ApJ
  doi: 10.1086/163168
– volume: 1
  start-page: 1
  year: 2014
  ident: 2024042413172637300_bib51
  publication-title: Comput. Astrophys. Cosmol.
  doi: 10.1186/s40668-014-0001-7
– volume: 198
  start-page: 7
  year: 2012
  ident: 2024042413172637300_bib133
  publication-title: ApJS
  doi: 10.1088/0067-0049/198/1/7
– volume: 450
  start-page: 1937
  year: 2015
  ident: 2024042413172637300_bib41
  publication-title: MNRAS
  doi: 10.1093/mnras/stv725
– volume: 380
  start-page: 963
  year: 2007
  ident: 2024042413172637300_bib3
  publication-title: MNRAS
  doi: 10.1111/j.1365-2966.2007.12183.x
– volume: 93
  start-page: 216
  year: 2005
  ident: 2024042413172637300_bib66
  publication-title: Proc. IEEE
  doi: 10.1109/JPROC.2004.840301
– volume: 418
  start-page: 320
  year: 2011
  ident: 2024042413172637300_bib57
  publication-title: MNRAS
  doi: 10.1111/j.1365-2966.2011.19485.x
– volume: 428
  start-page: L13
  year: 1994
  ident: 2024042413172637300_bib139
  publication-title: ApJ
  doi: 10.1086/187381
– volume: 4
  start-page: 819
  year: 2020
  ident: 2024042413172637300_bib150
  publication-title: Nat. Astron.
  doi: 10.1038/s41550-020-1208-y
– volume: 466
  start-page: 2217
  year: 2017
  ident: 2024042413172637300_bib194
  publication-title: MNRAS
  doi: 10.1093/mnras/stw3291
– volume: 387
  start-page: 427
  year: 2008
  ident: 2024042413172637300_bib225
  publication-title: MNRAS
  doi: 10.1111/j.1365-2966.2008.13260.x
– volume: 363
  start-page: 1299
  year: 2005
  ident: 2024042413172637300_bib144
  publication-title: MNRAS
  doi: 10.1111/j.1365-2966.2005.09525.x
– volume: 697
  start-page: L99
  year: 2009
  ident: 2024042413172637300_bib178
  publication-title: ApJ
  doi: 10.1088/0004-637X/697/2/L99
– volume: 116
  start-page: 2067
  year: 1998
  ident: 2024042413172637300_bib55
  publication-title: AJ
  doi: 10.1086/300541
– volume: 292
  start-page: 11
  year: 1997
  ident: 2024042413172637300_bib119
  publication-title: MNRAS
  doi: 10.1093/mnras/292.1.11
– volume: 333
  start-page: 649
  year: 2002
  ident: 2024042413172637300_bib199
  publication-title: MNRAS
  doi: 10.1046/j.1365-8711.2002.05445.x
– volume: 526
  start-page: 2441
  year: 2023
  ident: 2024042413172637300_bib26
  publication-title: MNRAS
  doi: 10.1093/mnras/stad2928
– volume: 393
  start-page: 511
  year: 2009
  ident: 2024042413172637300_bib37
  publication-title: MNRAS
  doi: 10.1111/j.1365-2966.2008.14176.x
– volume: 401
  start-page: 791
  year: 2010
  ident: 2024042413172637300_bib198
  publication-title: MNRAS
  doi: 10.1111/j.1365-2966.2009.15715.x
– volume: 48
  start-page: 391
  year: 2010
  ident: 2024042413172637300_bib197
  publication-title: ARA&A
  doi: 10.1146/annurev-astro-081309-130914
– volume: 282
  start-page: 148
  year: 2015
  ident: 2024042413172637300_bib205
  publication-title: J. Comput. Phys.
  doi: 10.1016/j.jcp.2014.11.011
– volume: 669
  start-page: A94
  year: 2023
  ident: 2024042413172637300_bib181
  publication-title: A&A
  doi: 10.1051/0004-6361/202244309
– volume: 937
  start-page: L40
  year: 2022
  ident: 2024042413172637300_bib116
  publication-title: ApJ
  doi: 10.3847/2041-8213/ac8d96
– year: 1997
  ident: 2024042413172637300_bib157
– volume: 231
  start-page: 759
  year: 2012
  ident: 2024042413172637300_bib154
  publication-title: J. Comput. Phys.
  doi: 10.1016/j.jcp.2010.12.011
– volume: 288
  start-page: 1060
  year: 1997
  ident: 2024042413172637300_bib17
  publication-title: MNRAS
  doi: 10.1093/mnras/288.4.1060
– volume: 507
  start-page: 2614
  year: 2021
  ident: 2024042413172637300_bib60
  publication-title: MNRAS
  doi: 10.1093/mnras/stab2260
– start-page: 263
  volume-title: Parallel Computing: Technology Trends
  year: 2020
  ident: 2024042413172637300_bib233
  doi: 10.3233/apc200050
– volume-title: Handbook of Mathematical Functions with Formulas, Graphs, and Mathematical Tables
  year: 1965
  ident: 2024042413172637300_bib1
– volume: 746
  start-page: 125
  year: 2012
  ident: 2024042413172637300_bib86
  publication-title: ApJ
  doi: 10.1088/0004-637X/746/2/125
– volume: 917
  start-page: 64
  year: 2021
  ident: 2024042413172637300_bib170
  publication-title: ApJ
  doi: 10.3847/1538-4357/ac088a
– volume: 383
  start-page: 1210
  year: 2008
  ident: 2024042413172637300_bib186
  publication-title: MNRAS
  doi: 10.1111/j.1365-2966.2007.12639.x
– volume: 527
  start-page: 5988
  year: 2024
  ident: 2024042413172637300_bib107
  publication-title: MNRAS
  doi: 10.1093/mnras/stad3548
– volume: 7
  start-page: 301
  year: 1964
  ident: 2024042413172637300_bib70
  publication-title: Commun. ACM
  doi: 10.1145/364099.364331
– volume: 270
  start-page: 1
  year: 1994
  ident: 2024042413172637300_bib141
  publication-title: MNRAS
  doi: 10.1093/mnras/270.1.1
– volume: 520
  start-page: 3164
  year: 2023
  ident: 2024042413172637300_bib7
  publication-title: MNRAS
  doi: 10.1093/mnras/stad342
– volume: 440
  start-page: 3349
  year: 2014
  ident: 2024042413172637300_bib167
  publication-title: MNRAS
  doi: 10.1093/mnras/stu525
– volume: 609
  start-page: 667
  year: 2004
  ident: 2024042413172637300_bib185
  publication-title: ApJ
  doi: 10.1086/421232
– volume: 516
  start-page: 3750
  year: 2022
  ident: 2024042413172637300_bib106
  publication-title: MNRAS
  doi: 10.1093/mnras/stac2278
– volume: 2
  start-page: 277
  year: 1997
  ident: 2024042413172637300_bib46
  publication-title: New Astron.
  doi: 10.1016/S1384-1076(97)00019-5
– volume: 211
  start-page: 19
  year: 2014
  ident: 2024042413172637300_bib31
  publication-title: ApJS
  doi: 10.1088/0067-0049/211/2/19
– start-page: 10
  volume-title: Proc. GAMM Workshop `Discrete Modelling and Discrete Algorithms in Continuum Mechanics’
  year: 2001
  ident: 2024042413172637300_bib97
– volume: 105
  start-page: 19
  year: 1996
  ident: 2024042413172637300_bib114
  publication-title: ApJS
  doi: 10.1086/192305
– volume: 419
  start-page: 465
  year: 2012
  ident: 2024042413172637300_bib56
  publication-title: MNRAS
  doi: 10.1111/j.1365-2966.2011.19712.x
– volume: 426
  start-page: 140
  year: 2012
  ident: 2024042413172637300_bib45
  publication-title: MNRAS
  doi: 10.1111/j.1365-2966.2012.21704.x
– volume: 503
  start-page: 426
  year: 2021
  ident: 2024042413172637300_bib88
  publication-title: MNRAS
  doi: 10.1093/mnras/staa3773
– volume: 53
  start-page: 385
  year: 2017
  ident: 2024042413172637300_bib65
  publication-title: Rev. Mex. Astron. Astrophys.
  doi: 10.48550/arXiv.1705.10877
– volume: 833
  start-page: 202
  year: 2016
  ident: 2024042413172637300_bib118
  publication-title: ApJ
  doi: 10.3847/1538-4357/833/2/202
– volume: 328
  start-page: 381
  year: 2001
  ident: 2024042413172637300_bib136
  publication-title: MNRAS
  doi: 10.1046/j.1365-8711.2001.04742.x
– volume-title: GNU Scientific Library Reference Manual—Third Edition
  year: 2009
  ident: 2024042413172637300_bib80
– volume: 408
  start-page: 669
  year: 2010
  ident: 2024042413172637300_bib44
  publication-title: MNRAS
  doi: 10.1111/j.1365-2966.2010.17158.x
– volume: 724
  start-page: 878
  year: 2010
  ident: 2024042413172637300_bib214
  publication-title: ApJ
  doi: 10.1088/0004-637X/724/2/878
– volume: 30
  start-page: e052
  year: 2013
  ident: 2024042413172637300_bib43
  publication-title: Publ. Astron. Soc. Aust.
  doi: 10.1017/pasa.2013.31
– volume-title: Hierarchical Data Format, version 5
  year: 1997-2022
  ident: 2024042413172637300_bib212
– volume: GA-3216
  start-page: 141
  year: 1962
  ident: 2024042413172637300_bib213
  publication-title: General Atomic Report
– volume: 346
  start-page: 573
  year: 2003
  ident: 2024042413172637300_bib125
  publication-title: MNRAS
  doi: 10.1046/j.1365-2966.2003.07112.x
– volume: 481
  start-page: 1
  year: 1997
  ident: 2024042413172637300_bib145
  publication-title: ApJ
  doi: 10.1086/304018
– volume: 82
  start-page: 1013
  year: 1977
  ident: 2024042413172637300_bib126
  publication-title: AJ
  doi: 10.1086/112164
– volume: 159
  start-page: 98
  year: 1967
  ident: 2024042413172637300_bib220
  publication-title: Phys. Rev.
  doi: 10.1103/PhysRev.159.98
– volume: 25
  start-page: 159
  year: 2018
  ident: 2024042413172637300_bib42
  publication-title: Astron. Comput.
  doi: 10.1016/j.ascom.2018.09.010
– volume: 87
  start-page: 266
  year: 1995
  ident: 2024042413172637300_bib228
  publication-title: Comput. Phys. Commun.
  doi: 10.1016/0010-4655(94)00177-4
– start-page: 142
  volume-title: IEEE International Conference on Cluster Computing
  year: 2008
  ident: 2024042413172637300_bib147
– volume: 680
  start-page: 1083
  year: 2008
  ident: 2024042413172637300_bib169
  publication-title: ApJ
  doi: 10.1086/587796
– volume-title: Astrophysics Source Code Library
  year: 2013
  ident: 2024042413172637300_bib163
– year: 2023
  ident: 2024042413172637300_bib172
– volume: 485
  start-page: 3370
  year: 2019
  ident: 2024042413172637300_bib71
  publication-title: MNRAS
  doi: 10.1093/mnras/stz634
– volume: 446
  start-page: 521
  year: 2015
  ident: 2024042413172637300_bib188
  publication-title: MNRAS
  doi: 10.1093/mnras/stu2058
– volume: 382
  start-page: 1050
  year: 2007
  ident: 2024042413172637300_bib215
  publication-title: MNRAS
  doi: 10.1111/j.1365-2966.2007.12070.x
– volume: 391
  start-page: 502
  year: 1992
  ident: 2024042413172637300_bib113
  publication-title: ApJ
  doi: 10.1086/171366
– volume: 131
  start-page: 273
  year: 2000
  ident: 2024042413172637300_bib68
  publication-title: ApJS
  doi: 10.1086/317361
– volume: 111
  start-page: 73
  year: 1997
  ident: 2024042413172637300_bib121
  publication-title: ApJS
  doi: 10.1086/313015
– volume: 42
  start-page: 49
  year: 2016
  ident: 2024042413172637300_bib87
  publication-title: New Astron.
  doi: 10.1016/j.newast.2015.06.003
– volume: 23
  start-page: 185
  year: 2002
  ident: 2024042413172637300_bib11
  publication-title: JA&A
  doi: 10.1007/BF02702282
– start-page: 44
  volume-title: Proc. 13th SPHERIC International Workshop
  year: 2018
  ident: 2024042413172637300_bib23
– volume: 425
  start-page: 1068
  year: 2012
  ident: 2024042413172637300_bib52
  publication-title: MNRAS
  doi: 10.1111/j.1365-2966.2012.21439.x
– volume: 497
  start-page: 4857
  year: 2020
  ident: 2024042413172637300_bib148
  publication-title: MNRAS
  doi: 10.1093/mnras/staa2172
– volume: 429
  start-page: 307
  year: 2006
  ident: 2024042413172637300_bib123
  publication-title: Phys. Rep.
  doi: 10.1016/j.physrep.2006.04.001
– volume-title: Intel Threading Building Blocks: Outfitting C+ + for Multi-core Processor Parallelism
  year: 2007
  ident: 2024042413172637300_bib162
– volume: 71
  start-page: 460
  year: 1911
  ident: 2024042413172637300_bib149
  publication-title: MNRAS
  doi: 10.1093/mnras/71.5.460
– volume: 09
  start-page: 161
  year: 1999
  ident: 2024042413172637300_bib222
  publication-title: Math. Models Methods Appl. Sci.
  doi: 10.1142/S0218202599000117
– volume: 765
  start-page: 39
  year: 2013
  ident: 2024042413172637300_bib5
  publication-title: ApJ
  doi: 10.1088/0004-637X/765/1/39
– volume: 39
  start-page: 721
  year: 2013
  ident: 2024042413172637300_bib76
  publication-title: Mol. Simulation
  doi: 10.1080/08927022.2012.762097
– volume: 538
  start-page: A82
  year: 2012
  ident: 2024042413172637300_bib164
  publication-title: A&A
  doi: 10.1051/0004-6361/201117402
– volume: 399
  start-page: 574
  year: 2009
  ident: 2024042413172637300_bib231
  publication-title: MNRAS
  doi: 10.1111/j.1365-2966.2009.15331.x
– volume: 181
  start-page: 375
  year: 1977
  ident: 2024042413172637300_bib74
  publication-title: MNRAS
  doi: 10.1093/mnras/181.3.375
– volume: 435
  start-page: 1618
  year: 2013
  ident: 2024042413172637300_bib120
  publication-title: MNRAS
  doi: 10.1093/mnras/stt1403
– volume: 112
  start-page: 195
  year: 1952
  ident: 2024042413172637300_bib20
  publication-title: MNRAS
  doi: 10.1093/mnras/112.2.195
– volume: 110
  start-page: 761
  year: 1998
  ident: 2024042413172637300_bib64
  publication-title: PASP
  doi: 10.1086/316190
– volume: 324
  start-page: 273
  year: 2001
  ident: 2024042413172637300_bib49
  publication-title: MNRAS
  doi: 10.1046/j.1365-8711.2001.04237.x
– volume: 417
  start-page: 950
  year: 2011
  ident: 2024042413172637300_bib102
  publication-title: MNRAS
  doi: 10.1111/j.1365-2966.2011.19306.x
– start-page: 507
  volume-title: Parallel Computing is Everywhere
  year: 2018
  ident: 2024042413172637300_bib232
  doi: 10.3233/978-1-61499-843-3-507
SSID ssj0004326
Score 2.7021766
Snippet ABSTRACT Numerical simulations have become one of the key tools used by theorists in all the fields of astrophysics and cosmology. The development of modern...
Numerical simulations have become one of the key tools used by theorists in all the fields of astrophysics and cosmology. The development of modern tools that...
ABSTRACT Numerical simulations have become one of the key tools used by theorists in all the fields of astrophysics and cosmology. The development of modern...
SourceID swepub
proquest
crossref
oup
SourceType Open Access Repository
Aggregation Database
Enrichment Source
Index Database
Publisher
StartPage 2378
SubjectTerms Algorithms
Computation
Computer simulation
Cosmology
Distributed memory
Domain decomposition methods
Fluid mechanics
Galactic evolution
Galaxy distribution
Gas evolution
Gravity
Memory tasks
methods: numerical
Multipoles
Neutrinos
Numerical methods
Power spectra
Smooth particle hydrodynamics
software: public release
software: simulations
Solvers
Star & galaxy formation
Title Swift : a modern highly parallel gravity and smoothed particle hydrodynamics solver for astrophysical and cosmological applications
URI https://www.proquest.com/docview/3271190239
https://urn.kb.se/resolve?urn=urn:nbn:se:su:diva-229345
Volume 530
WOSCitedRecordID wos001207367800001&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
journalDatabaseRights – providerCode: PRVAON
  databaseName: DOAJ Directory of Open Access Journals
  customDbUrl:
  eissn: 1365-2966
  dateEnd: 99991231
  omitProxy: false
  ssIdentifier: ssj0004326
  issn: 1365-2966
  databaseCode: DOA
  dateStart: 20240101
  isFulltext: true
  titleUrlDefault: https://www.doaj.org/
  providerName: Directory of Open Access Journals
– providerCode: PRVASL
  databaseName: Oxford Open
  customDbUrl:
  eissn: 1365-2966
  dateEnd: 99991231
  omitProxy: false
  ssIdentifier: ssj0004326
  issn: 1365-2966
  databaseCode: TOX
  dateStart: 18591101
  isFulltext: true
  titleUrlDefault: https://academic.oup.com/journals/
  providerName: Oxford University Press
link http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwjV1LT9wwELYq1AOXQqGI5aWpBJyIyMObxNxWPNRDoUgFtDfLT7FSNkHrBbRn_jhjJ7xUULklsh2PPGP78zjzDSHbpbRalrGOCpmkEbXURAxnUSRzoxKEE0q1mv5dnJ2VwyE77_wd7p0rfJbtj-uJcPuIlQxL_WKb9EufquDiz_AlADILedUC_yKeAJKOTPOf1m82nzcBbQFXvuYKDfvLycLnJVsk3zoMCYNW6d_JF1MvkdWB817tZjyDXQjPrdPCLZHeKSLjZhIc6Fh4WI0Qpoa3ZfLw935kp3AAAsYhLRp4AuNqBp4TvKpMBT5BEUJ1ELUGN258xJb2paFzuJ5pXILbtPYO0JBxagACYRAvIqCsvrFqsHm31MLri_Mf5PLk-OLwV9QlZohUVtBp1Kc6ZbkspejHslQ44kJiSZzbzIpEpDLPGUvxdEe1ZiVTNLYyp1YYnYhC4pl4hczVTW1WCUhPD0NtXijjmfg8Ta5VZSx1YlJd2KxH9p40xlXHWu6TZ1S8vT3PeFAC75TQI7vP1W9auo6PKv5E9f-vzsaTcfBuZjuepWhfzIcE98hOazDPX_FU3UejqwFHI-HulqeIpWh_7RNdrZN5HC_a_km5Qeamk1uzSb6qu-nITbaCo2ArmPwjCjkGPQ
linkProvider Oxford University Press
openUrl ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Swift+%3A+a+modern+highly+parallel+gravity+and+smoothed+particle+hydrodynamics+solver+for+astrophysical+and+cosmological+applications&rft.jtitle=Monthly+notices+of+the+Royal+Astronomical+Society&rft.au=Schaller%2C+Matthieu&rft.au=Borrow%2C+Josh&rft.au=Draper%2C+Peter+W&rft.au=Ivkovic%2C+Mladen&rft.date=2024-05-01&rft.issn=0035-8711&rft.eissn=1365-2966&rft.volume=530&rft.issue=2&rft.spage=2378&rft.epage=2419&rft_id=info:doi/10.1093%2Fmnras%2Fstae922&rft.externalDBID=n%2Fa&rft.externalDocID=10_1093_mnras_stae922
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=0035-8711&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=0035-8711&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=0035-8711&client=summon