Published August 2025 | Version Published
Journal Article Open

Connection between galaxy morphology and dark-matter halo structure I: a running threshold for thin discs and size predictors from the dark sector

  • 1. ROR icon Peking University
  • 2. ROR icon Durham University
  • 3. ROR icon University of Massachusetts Amherst
  • 4. ROR icon Shanghai Jiao Tong University
  • 5. ROR icon Carnegie Observatories
  • 6. ROR icon Hebrew University of Jerusalem
  • 7. ROR icon California Institute of Technology

Abstract

We study the connection between galaxy morphology and host dark matter (DM) halo structure using cosmological simulations. Introducing a new kinematic decomposition scheme, we robustly separate thin and thick discs and measure halo properties, including cosmic web locations, internal structures, and assembly histories. In the TNG50 simulation, we find that the orbital-circularity threshold for disc differentiation varies systematically with galaxy mass and redshift. Similarly, the energy threshold between stellar haloes and inner galaxies depends on mass and redshift, minimizing at sub-Galactic halo mass where the circularity threshold approaches its peak. Revisiting galaxy size predictors, we show that disc sizes in TNG50 correlate with three structural parameters beyond virial mass and redshift: (1) a positive correlation with halo spin λ across redshifts – stronger than previously reported for zoom-in simulations but still weaker than the simple r_(1/2)/R_(vir) ∝ λ caling; (2) an anticorrelation with DM concentration c; (3) larger discs in more actively accreting haloes. Disc mass fraction is higher in rounder haloes and in cosmic knots and filaments, implying that disc development needs both stable halo conditions and continuous material supply. Our methodology is public and adaptable to other simulations.

Copyright and License

© The Author(s) 2025. Published by Oxford University Press on behalf of Royal Astronomical Society.
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.

Acknowledgement

FJ and JL thank Joel Primack, Sandra Faber, and Cedric Lacey for helpful discussions, and appreciate the Tsinghua Astrophysics High-Performance Computing platform for providing computational resources for this work. AD is partly supported by the Israel Science Foundation grant 861/20. JL acknowledges the support of the UK Science and Technology Facilities Council (STFC) studentship (ST/Y509346/1). LCH was supported by the National Science Foundation of China (11991052, 12011540375, 12233001), the National Key R&D Program of China (2022YFF0503401), and the China Manned Space Project (CMS-CSST-2021-A04, CMS-CSST-2021-A06). We thank the anonymous referee for comprehensive comments.

Data Availability

We make our pipeline for morphological decomposition and halo-property measurements publicly available at https://github.com/JinningLianggithub/MorphDecom. The catalogues of TNG50 galaxies with detailed morphological measurements and fittings are available upon reasonable requests and will be available when Paper II is published.

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Additional details

Related works

Is new version of
Discussion Paper: arXiv:2403.14749 (arXiv)
Is supplemented by
Software: https://github.com/JinningLianggithub/MorphDecom (URL)

Funding

Israel Science Foundation
861/20
Science and Technology Facilities Council
ST/Y509346/1
National Natural Science Foundation of China
11991052
National Natural Science Foundation of China
12011540375
National Natural Science Foundation of China
12233001
Ministry of Science and Technology of the People's Republic of China
2022YFF0503401
China National Space Administration
China Manned Space Project CMS-CSST-2021-A04
China National Space Administration
China Manned Space Project CMS-CSST-2021-A06

Dates

Submitted
2024-04-15
Accepted
2025-05-16
Available
2025-07-17
Published
Available
2025-07-22
Corrected and typeset