Probing massive neutrinos with the Minkowski functionals of large-scale structure
arXiv:2204.02945 · doi:10.1088/1475-7516/2022/07/045
Abstract
Massive neutrinos suppress the growth of structure under their free-streaming scales. The effect is most prominent on small scales where the widely-used two-point statistics can no longer capture the full information. In this work, we study the signatures massive neutrinos leave on large-scale structure (LSS) as revealed by its morphological properties, which are fully described by Minkowski functionals (MFs), and quantify the constraints on the summed neutrino mass from the MFs, by using publicly available N-body simulations. We find the MFs provide important complementary information, and give tighter constraints on than the power spectrum. Specifically, depending on whether massive neutrinos are included in the density field (the `m' field) or not (the `cb' field), we find the constraint on from the MFs with a smoothing scale of Mpc is or times better than that from the power spectrum. When the MFs are combined with the power spectrum, they can improve the constraint on from the latter by a factor of 63 for the `m' field and 5 for the `cb' field. Notably, when the `m' field is used, the constraint on from the MFs can reach eV with a volume of , while the combination of the MFs and power spectrum can tighten this constraint to be eV, a significance on detecting the minimum sum of the neutrino masses. For the `m' field, we also find the and degeneracy is broken with the MFs, leading to stronger constraints on all 6 cosmological parameters considered in this work than the power spectrum.
Accepted for publication in JCAP. Changes from the first version: add figure 10, and minor text revisions. Matches accepted version. 33 pages, 10 figures, 2 tables
References in corpus (17)
- Massive neutrinos and cosmology
- Why your model parameter confidences might be too optimistic -- unbiased estimation of the inverse covariance matrix
- Updated fit to three neutrino mixing: status of leptonic CP violation
- The Effect of Thermal Neutrino Motion on the Non-linear Cosmological Matter Power Spectrum
- Simulating nonlinear cosmological structure formation with massive neutrinos
- Constraining with the Bispectrum II: The Total Information Content of the Galaxy Bispectrum
- On the assumption of Gaussianity for cosmological two-point statistics and parameter dependent covariance matrices
- Constraining neutrino mass with weak lensing Minkowski Functionals
- The morphology of cosmological reionization by means of Minkowski Functionals
- Non-local halo bias with and without massive neutrinos
- Neutrino Mass from Cosmology: Probing Physics Beyond the Standard Model
- The imprint of gravity on weak gravitational lensing II : Information content in cosmic shear statistics
- New probe of departures from general relativity using Minkowski functionals
- Wavelet Moments for Cosmological Parameter Estimation
- Systematic Effects on the Genus Topology of Large Scale Structure of the Universe
- Fisher Matrix Stability
- An Analysis of the Large Scale N-body Simulation using the Minkowski Functionals
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- A Minkowski Functional Analysis of the Cosmic Microwave Background Weak Lensing Convergence
- Testing General Relativity with Cosmological Large Scale Structure
- Quantifying Weighted Morphological Content of Large-Scale Structures via Simulation-Based Inference