Graph model for the clustering of dark matter halos

Yang, Daneng; Yu, Hai-Bo

doi:10.1103/PhysRevResearch.5.043187

Title: Graph model for the clustering of dark matter halos

Journal Article · 28 November 2023 · Physical Review Research

DOI: https://doi.org/10.1103/PhysRevResearch.5.043187 · OSTI ID:2222523

;

View Journal Article

Cite

Export

Save

Sponsoring Organization:: USDOE

Grant/Contract Number:: de-sc0008541

OSTI ID:: 2222523

Journal Information:: Physical Review Research, Journal Name: Physical Review Research Vol. 5 Journal Issue: 4; ISSN 2643-1564

Publisher:: American Physical SocietyCopyright Statement

Country of Publication:: United States

Language:: English

References (63)

ETHOS—an effective theory of structure formation: From dark particle physics to the matter distribution of the Universe Cyr-Racine, Francis-Yan; Sigurdson, Kris; Zavala, Jesús Physical Review D, Vol. 93, Issue 12 https://doi.org/10.1103/PhysRevD.93.123527	journal	June 2016
Public Data Release of the FIRE-2 Cosmological Zoom-in Simulations of Galaxy Formation Wetzel, Andrew; Hayward, Christopher C.; Sanderson, Robyn E. The Astrophysical Journal Supplement Series, Vol. 265, Issue 2 https://doi.org/10.3847/1538-4365/acb99a	journal	March 2023
Graph spectra as a systematic tool in computational biology Banerjee, Anirban; Jost, Jürgen Discrete Applied Mathematics, Vol. 157, Issue 10 https://doi.org/10.1016/j.dam.2008.06.033	journal	May 2009
Normalized cuts and image segmentation IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 22, Issue 8 https://doi.org/10.1109/34.868688	journal	January 2000
The IllustrisTNG simulations: public data release Nelson, Dylan; Springel, Volker; Pillepich, Annalisa Computational Astrophysics and Cosmology, Vol. 6, Issue 1 https://doi.org/10.1186/s40668-019-0028-x	journal	May 2019
Not so lumpy after all: modelling the depletion of dark matter subhaloes by Milky Way-like galaxies Garrison-Kimmel, Shea; Wetzel, Andrew; Bullock, James S. Monthly Notices of the Royal Astronomical Society, Vol. 471, Issue 2 https://doi.org/10.1093/mnras/stx1710	journal	July 2017
Finding cosmic voids and filament loops using topological data analysis Xu, X.; Cisewski-Kehe, J.; Green, S. B. Astronomy and Computing, Vol. 27 https://doi.org/10.1016/j.ascom.2019.02.003	journal	April 2019
The Cosmic Graph: Optimal Information Extraction from Large-Scale Structure using Catalogues Makinen, T. Lucas; Charnock, Tom; Lemos, Pablo The Open Journal of Astrophysics, Vol. 5, Issue 1 https://doi.org/10.21105/astro.2207.05202	journal	December 2022
Structure of Growing Networks with Preferential Linking Dorogovtsev, S. N.; Mendes, J. F. F.; Samukhin, A. N. Physical Review Letters, Vol. 85, Issue 21 https://doi.org/10.1103/PhysRevLett.85.4633	journal	November 2000
First results from the TNG50 simulation: the evolution of stellar and gaseous discs across cosmic time Pillepich, Annalisa; Nelson, Dylan; Springel, Volker Monthly Notices of the Royal Astronomical Society, Vol. 490, Issue 3 https://doi.org/10.1093/mnras/stz2338	journal	September 2019
Gas kinematics, morphology and angular momentum in the FIRE simulations El-Badry, Kareem; Quataert, Eliot; Wetzel, Andrew Monthly Notices of the Royal Astronomical Society, Vol. 473, Issue 2 https://doi.org/10.1093/mnras/stx2482	journal	September 2017
A general theory of bibliometric and other cumulative advantage processes Price, Derek De Solla Journal of the American Society for Information Science, Vol. 27, Issue 5 https://doi.org/10.1002/asi.4630270505	journal	September 1976
The subhalo populations of ΛCDM dark haloes Gao, L.; White, S. D. M.; Jenkins, A. Monthly Notices of the Royal Astronomical Society, Vol. 355, Issue 3 https://doi.org/10.1111/j.1365-2966.2004.08360.x	journal	December 2004
Statistical mechanics of complex networks Albert, Réka; Barabási, Albert-László Reviews of Modern Physics, Vol. 74, Issue 1 https://doi.org/10.1103/RevModPhys.74.47	journal	January 2002
Collective dynamics of ‘small-world’ networks Watts, Duncan J.; Strogatz, Steven H. Nature, Vol. 393, Issue 6684 https://doi.org/10.1038/30918	journal	June 1998
The Local Group on FIRE: dwarf galaxy populations across a suite of hydrodynamic simulations Garrison-Kimmel, Shea; Hopkins, Philip F.; Wetzel, Andrew Monthly Notices of the Royal Astronomical Society, Vol. 487, Issue 1 https://doi.org/10.1093/mnras/stz1317	journal	May 2019
On the spectrum of the normalized graph Laplacian Banerjee, Anirban; Jost, Jürgen Linear Algebra and its Applications, Vol. 428, Issue 11-12 https://doi.org/10.1016/j.laa.2008.01.029	journal	June 2008
Evolution and Structure of the Internet Pastor-Satorras, Romualdo; Vespignani, Alessandro https://doi.org/10.1017/CBO9780511610905	journal	January 2004
Classes of small-world networks Amaral, L. A. N.; Scala, A.; Barthelemy, M. Proceedings of the National Academy of Sciences, Vol. 97, Issue 21 https://doi.org/10.1073/pnas.200327197	journal	September 2000
Scale-free topology of e-mail networks Ebel, Holger; Mielsch, Lutz-Ingo; Bornholdt, Stefan Physical Review E, Vol. 66, Issue 3 https://doi.org/10.1103/PhysRevE.66.035103	journal	September 2002
Towards a Theory of Scale-Free Graphs: Definition, Properties, and Implications Li, Lun; Alderson, David; Doyle, John C. Internet Mathematics, Vol. 2, Issue 4 https://doi.org/10.1080/15427951.2005.10129111	journal	January 2005
Black holes on FIRE: stellar feedback limits early feeding of galactic nuclei Anglés-Alcázar, Daniel; Faucher-Giguère, Claude-André; Quataert, Eliot Monthly Notices of the Royal Astronomical Society: Letters, Vol. 472, Issue 1 https://doi.org/10.1093/mnrasl/slx161	journal	October 2017
Organization of growing random networks Krapivsky, P. L.; Redner, S. Physical Review E, Vol. 63, Issue 6 https://doi.org/10.1103/PhysRevE.63.066123	journal	May 2001
Statistics of dark matter substructure – I. Model and universal fitting functions Jiang, Fangzhou; van den Bosch, Frank C. Monthly Notices of the Royal Astronomical Society, Vol. 458, Issue 3 https://doi.org/10.1093/mnras/stw439	journal	February 2016
The large-scale organization of metabolic networks Jeong, H.; Tombor, B.; Albert, R. Nature, Vol. 407, Issue 6804 https://doi.org/10.1038/35036627	journal	October 2000
Spectra and eigenvectors of scale-free networks Goh, K. -I.; Kahng, B.; Kim, D. Physical Review E, Vol. 64, Issue 5 https://doi.org/10.1103/PhysRevE.64.051903	journal	October 2001
FIRE-2 simulations: physics versus numerics in galaxy formation Hopkins, Philip F.; Wetzel, Andrew; Kereš, Dušan Monthly Notices of the Royal Astronomical Society, Vol. 480, Issue 1 https://doi.org/10.1093/mnras/sty1690	journal	June 2018
Reconciling Dwarf Galaxies with Λcdm Cosmology: Simulating a Realistic Population of Satellites Around a Milky Way–Mass Galaxy Wetzel, Andrew R.; Hopkins, Philip F.; Kim, Ji-hoon The Astrophysical Journal, Vol. 827, Issue 2 https://doi.org/10.3847/2041-8205/827/2/L23	journal	August 2016
Competition and multiscaling in evolving networks Bianconi, G.; Barabási, A. -L Europhysics Letters (EPL), Vol. 54, Issue 4 https://doi.org/10.1209/epl/i2001-00260-6	journal	May 2001
Statistical Properties of X‐Ray Clusters: Analytic and Numerical Comparisons Bryan, Greg L.; Norman, Michael L. The Astrophysical Journal, Vol. 495, Issue 1 https://doi.org/10.1086/305262	journal	March 1998
A new class of accurate, mesh-free hydrodynamic simulation methods Hopkins, Philip F. Monthly Notices of the Royal Astronomical Society, Vol. 450, Issue 1 https://doi.org/10.1093/mnras/stv195	journal	April 2015
The Physics of Galaxy Clustering. I. A Model for Subhalo Populations Zentner, Andrew R.; Berlind, Andreas A.; Bullock, James S. The Astrophysical Journal, Vol. 624, Issue 2 https://doi.org/10.1086/428898	journal	May 2005
Spectral methods for the detection of network community structure: a comparative analysis Shen, Hua-Wei; Cheng, Xue-Qi Journal of Statistical Mechanics: Theory and Experiment, Vol. 2010, Issue 10 https://doi.org/10.1088/1742-5468/2010/10/P10020	journal	October 2010
Graph neural networks: A review of methods and applications Zhou, Jie; Cui, Ganqu; Hu, Shengding AI Open, Vol. 1 https://doi.org/10.1016/j.aiopen.2021.01.001	journal	January 2020
MultiDark simulations: the story of dark matter halo concentrations and density profiles Klypin, Anatoly; Yepes, Gustavo; Gottlöber, Stefan Monthly Notices of the Royal Astronomical Society, Vol. 457, Issue 4 https://doi.org/10.1093/mnras/stw248	journal	February 2016
Dark matter self-interactions and small scale structure Tulin, Sean; Yu, Hai-Bo Physics Reports, Vol. 730 https://doi.org/10.1016/j.physrep.2017.11.004	journal	February 2018
Formation of Galaxies and Clusters of Galaxies by Self-Similar Gravitational Condensation Press, William H.; Schechter, Paul The Astrophysical Journal, Vol. 187 https://doi.org/10.1086/152650	journal	February 1974
The Laplacian spectrum of neural networks de Lange, Siemon C.; de Reus, Marcel A.; van den Heuvel, Martijn P. Frontiers in Computational Neuroscience, Vol. 7 https://doi.org/10.3389/fncom.2013.00189	journal	January 2014
Learning Cosmology and Clustering with Cosmic Graphs Villanueva-Domingo, Pablo; Villaescusa-Navarro, Francisco The Astrophysical Journal, Vol. 937, Issue 2 https://doi.org/10.3847/1538-4357/ac8930	journal	October 2022
First results from the TNG50 simulation: galactic outflows driven by supernovae and black hole feedback Nelson, Dylan; Pillepich, Annalisa; Springel, Volker Monthly Notices of the Royal Astronomical Society, Vol. 490, Issue 3 https://doi.org/10.1093/mnras/stz2306	journal	August 2019
Star formation histories of dwarf galaxies in the FIRE simulations: dependence on mass and Local Group environment Garrison-Kimmel, Shea; Wetzel, Andrew; Hopkins, Philip F. Monthly Notices of the Royal Astronomical Society, Vol. 489, Issue 4 https://doi.org/10.1093/mnras/stz2507	journal	September 2019
Simulating galaxy formation with black hole driven thermal and kinetic feedback Weinberger, Rainer; Springel, Volker; Hernquist, Lars Monthly Notices of the Royal Astronomical Society, Vol. 465, Issue 3 https://doi.org/10.1093/mnras/stw2944	journal	November 2016
Modern temporal network theory: a colloquium Holme, Petter The European Physical Journal B, Vol. 88, Issue 9 https://doi.org/10.1140/epjb/e2015-60657-4	journal	September 2015
Simulations of the formation, evolution and clustering of galaxies and quasars Springel, Volker; White, Simon D. M.; Jenkins, Adrian Nature, Vol. 435, Issue 7042 https://doi.org/10.1038/nature03597	journal	June 2005
Topology of Evolving Networks: Local Events and Universality Albert, Réka; Barabási, Albert-László Physical Review Letters, Vol. 85, Issue 24 https://doi.org/10.1103/PhysRevLett.85.5234	journal	December 2000
Emergence of Scaling in Random Networks Barabási, Albert-László; Albert, Réka Science, Vol. 286, Issue 5439 https://doi.org/10.1126/science.286.5439.509	journal	October 1999
A profile in FIRE: resolving the radial distributions of satellite galaxies in the Local Group with simulations Samuel, Jenna; Wetzel, Andrew; Tollerud, Erik Monthly Notices of the Royal Astronomical Society, Vol. 491, Issue 1 https://doi.org/10.1093/mnras/stz3054	journal	October 2019
Growing network with local rules: Preferential attachment, clustering hierarchy, and degree correlations Vázquez, Alexei Physical Review E, Vol. 67, Issue 5 https://doi.org/10.1103/PhysRevE.67.056104	journal	May 2003
Simulating galaxy formation with the IllustrisTNG model Pillepich, Annalisa; Springel, Volker; Nelson, Dylan Monthly Notices of the Royal Astronomical Society, Vol. 473, Issue 3 https://doi.org/10.1093/mnras/stx2656	journal	October 2017
Graph structure in the Web Broder, Andrei; Kumar, Ravi; Maghoul, Farzin Computer Networks, Vol. 33, Issue 1-6 https://doi.org/10.1016/S1389-1286(00)00083-9	journal	June 2000
Weighing the Milky Way and Andromeda galaxies with artificial intelligence Villanueva-Domingo, Pablo; Villaescusa-Navarro, Francisco; Genel, Shy Physical Review D, Vol. 107, Issue 10 https://doi.org/10.1103/PhysRevD.107.103003	journal	May 2023
Be it therefore resolved: cosmological simulations of dwarf galaxies with 30 solar mass resolution Wheeler, Coral; Hopkins, Philip F.; Pace, Andrew B. Monthly Notices of the Royal Astronomical Society, Vol. 490, Issue 3 https://doi.org/10.1093/mnras/stz2887	journal	October 2019
Connectivity of Growing Random Networks Krapivsky, P. L.; Redner, S.; Leyvraz, F. Physical Review Letters, Vol. 85, Issue 21 https://doi.org/10.1103/PhysRevLett.85.4629	journal	November 2000
Galaxies and haloes on graph neural networks: Deep generative modelling scalar and vector quantities for intrinsic alignment Jagvaral, Yesukhei; Lanusse, François; Singh, Sukhdeep Monthly Notices of the Royal Astronomical Society, Vol. 516, Issue 2 https://doi.org/10.1093/mnras/stac2083	journal	August 2022
The origin of ultra diffuse galaxies: stellar feedback and quenching Chan, T. K.; Kereš, D.; Wetzel, A. Monthly Notices of the Royal Astronomical Society, Vol. 478, Issue 1 https://doi.org/10.1093/mnras/sty1153	journal	May 2018
The Aquarius Project: the subhaloes of galactic haloes Springel, V.; Wang, J.; Vogelsberger, M. Monthly Notices of the Royal Astronomical Society, Vol. 391, Issue 4 https://doi.org/10.1111/j.1365-2966.2008.14066.x	journal	December 2008
Bipartite and neighborhood graphs and the spectrum of the normalized graph Laplace operator Bauer, Frank; Jost, Jürgen Communications in Analysis and Geometry, Vol. 21, Issue 4 https://doi.org/10.4310/CAG.2013.v21.n4.a2	journal	January 2013
Lethality and centrality in protein networks Jeong, H.; Mason, S. P.; Barabási, A. -L. Nature, Vol. 411, Issue 6833 https://doi.org/10.1038/35075138	journal	May 2001
Inferring Halo Masses with Graph Neural Networks Villanueva-Domingo, Pablo; Villaescusa-Navarro, Francisco; Anglés-Alcázar, Daniel The Astrophysical Journal, Vol. 935, Issue 1 https://doi.org/10.3847/1538-4357/ac7aa3	journal	August 2022
Community detection in graphs Fortunato, Santo Physics Reports, Vol. 486, Issue 3-5 https://doi.org/10.1016/j.physrep.2009.11.002	journal	February 2010
Complex networks: Structure and dynamics Boccaletti, S.; Latora, V.; Moreno, Y. Physics Reports, Vol. 424, Issue 4-5 https://doi.org/10.1016/j.physrep.2005.10.009	journal	February 2006
Dynamical and Correlation Properties of the Internet Pastor-Satorras, Romualdo; Vázquez, Alexei; Vespignani, Alessandro Physical Review Letters, Vol. 87, Issue 25 https://doi.org/10.1103/PhysRevLett.87.258701	journal	November 2001
Improved spectral algorithm for the detection of network communities Donetti, Luca AIP Conference Proceedings https://doi.org/10.1063/1.2008598	conference	January 2005

Similar Records

Testing the parametric model for self-interacting dark matter using matched halos in cosmological simulations

Journal Article · 2025 · Physics of the Dark Universe · OSTI ID:2503521

Yang, Daneng; Nadler, Ethan O.; Yu, Hai-Bo

Dark Matter Halos as Particle Colliders: Unified Solution to Small-Scale Structure Puzzles from Dwarfs to Clusters

Journal Article · 2016 · Physical Review Letters · OSTI ID:1236405

Kaplinghat, Manoj; Tulin, Sean; Yu, Hai-Bo

Density spikes near black holes in self-interacting dark matter halos and indirect detection constraints

Journal Article · 2021 · Physical Review. D. · OSTI ID:1813874

Alvarez, Gerardo; Yu, Hai-Bo

Title: Graph model for the clustering of dark matter halos

Citation Formats

References (63)

Similar Records

Related Subjects