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BETTI NUMBERS OF GAUSSIAN FIELDS KCI 등재 SCOPUS

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천문학회지 (Journal of The Korean Astronomical Society)
한국천문학회 (Korean Astronomical Society)
초록

We present the relation between the genus in cosmology and the Betti numbers for excursion sets of three- and two-dimensional smooth Gaussian random fields, and numerically investigate the Betti numbers as a function of threshold level. Betti numbers are topological invariants of figures that can be used to distinguish topological spaces. In the case of the excursion sets of a three-dimensional field there are three possibly non-zero Betti numbers; β0 is the number of connected regions, β1 is the number of circular holes (i.e., complement of solid tori), and β2 is the number of three-dimensional voids (i.e., complement of three-dimensional excursion regions). Their sum with alternating signs is the genus of the surface of excursion regions. It is found that each Betti number has a dominant contribution to the genus in a specific threshold range. β0 dominates the high-threshold part of the genus curve measuring the abundance of high density regions (clusters). β1 dominates the genus near the median thresholds which measures the topology of negatively curved iso-density surfaces, and β2 corresponds to the low-threshold part measuring the void abundance. We average the Betti number curves (the Betti numbers as a function of the threshold level) over many realizations of Gaussian fields and find that both the amplitude and shape of the Betti number curves depend on the slope of the power spectrum n in such a way that their shape becomes broader and their amplitude drops less steeply than the genus as n decreases. This behaviour contrasts with the fact that the shape of the genus curve is fixed for all Gaussian fields regardless of the power spectrum. Even though the Gaussian Betti number curves should be calculated for each given power spectrum, we propose to use the Betti numbers for better specification of the topology of large scale structures in the universe.

목차
ABSTRACT
1. INTRODUCTION
2. BETTI NUMBERS IN THREE DIMEN-SIONS
3. NUMERICAL RESULTS
4. CORRELATIONS OF BETTI NUMBERS
5. BETTI NUMBERS IN TWO DIMENSIONS
6. DISCUSSION AND CONCLUSIONS
REFERENCES
저자
  • CHANGBOM PARK(School of Physics, Korea Institute for Advanced Study)
  • PRATYUSH PRANAV(Kapteyn Astron. Inst., Univ. of Groningen)
  • PRAVABATI CHINGANGBAM(Indian Institute of Astrophysics) Corresponding Author
  • RIEN VAN DE WEYGAERT(Kapteyn Astron. Inst., Univ. of Groningen)
  • BERNARD JONES(Kapteyn Astron. Inst., Univ. of Groningen)
  • GERT VEGTER(Johann Bernoulli Inst. for Mathematics and Computer Science, Univ. of Groningen)
  • INKANG KIM(School of Mathematics, Korea Institute for Advanced Study)
  • JOHAN HIDDING(Kapteyn Astron. Inst., Univ. of Groningen)
  • WOJCIECH A. HELLWING(Institute of Computational Cosmology, Department of Physics, Durham University, Interdisciplinary Centre for Mathematical and Computational Modeling (ICM), University of Wars)