Perturbation theory remixed. II. Improved modeling of nonlinear bispectrum

We present the application of the $n$th order Eulerian perturbation theory ($n\mathrm{EPT}$) for modeling the matter bispectrum in real space as an advancement over the standard perturbation theory (SPT). The $n\mathrm{EPT}$ method, detailed in Wang et al. [Phys. Rev. D 107, 103534 (2023)], sums up the density perturbations up to the $n$th order before computing summary statistics such as bispectrum. Taking advantage of grid-based calculation of SPT (GridSPT), we make a realization-based comparison of the analytical nonlinear bispectrum predictions from $n\mathrm{EPT}$ and SPT against a suite of $N$-body simulations. Using a spherical-bispectrum visualization scheme, we show that $n\mathrm{EPT}$ bispectrum matches better than SPT bispectrum over a wide range of scales in general $w\mathrm{CDM}$ cosmologies. Like the power spectrum case, we find that $n\mathrm{EPT}$ bispectrum modeling accuracy is controlled by ${\ensuremath{\sigma}}_{8}(z)\ensuremath{\equiv}{\ensuremath{\sigma}}_{8}D(z)$, where $D(z)$ is the linear growth factor at a redshift $z$. Notably, the 6EPT doubles the bispectrum model's validity range compared to the one-loop SPT for ${\ensuremath{\sigma}}_{8}(z)<0.5$, corresponding to redshifts $z\ensuremath{\ge}1$ for the best-fitting Planck-2018 cosmology. For $n\ensuremath{\ge}5$, however, $n\mathrm{EPT}$ bispectrum depends sensitively on the cut-off scale or the grid resolution. The percent-level modeling accuracy achieved for the spherical bispectrum (where we average over all triangular configurations) becomes much degraded when fixing configurations. Thus, we show that the validity range of the field-level cosmological inferences must be different from that derived from averaged summary statistics such as $n$-point correlation functions.

Authors

Institutions

Publication Details

Journal
Physical review. D/Physical review. D.
Published
2024-11-27
DOI
https://doi.org/10.1103/physrevd.110.103548
Citations
1
Primary Topic
Blind Source Separation Techniques
Type
article
Field-Weighted Citation Impact
0.35

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Perturbation theory remixed. II. Improved modeling of nonlinear bispectrum

Atsushi Taruya, Donghui Jeong, Ken Osato, Takahiro Nishimichi et al.
1 citations
Physical review. D/Physical review. D.
Blind Source Separation Techniques
0.35
article

Perturbation theory remixed. II. Improved modeling of nonlinear bispectrum

Atsushi Taruya, Donghui Jeong, Ken Osato, Takahiro Nishimichi, Zhenyuan Wang
article en
1 citations

Abstract

We present the application of the $n$th order Eulerian perturbation theory ($n\mathrm{EPT}$) for modeling the matter bispectrum in real space as an advancement over the standard perturbation theory (SPT). The $n\mathrm{EPT}$ method, detailed in Wang et al. [Phys. Rev. D 107, 103534 (2023)], sums up the density perturbations up to the $n$th order before computing summary statistics such as bispectrum. Taking advantage of grid-based calculation of SPT (GridSPT), we make a realization-based comparison of the analytical nonlinear bispectrum predictions from $n\mathrm{EPT}$ and SPT against a suite of $N$-body simulations. Using a spherical-bispectrum visualization scheme, we show that $n\mathrm{EPT}$ bispectrum matches better than SPT bispectrum over a wide range of scales in general $w\mathrm{CDM}$ cosmologies. Like the power spectrum case, we find that $n\mathrm{EPT}$ bispectrum modeling accuracy is controlled by ${\ensuremath{\sigma}}_{8}(z)\ensuremath{\equiv}{\ensuremath{\sigma}}_{8}D(z)$, where $D(z)$ is the linear growth factor at a redshift $z$. Notably, the 6EPT doubles the bispectrum model's validity range compared to the one-loop SPT for ${\ensuremath{\sigma}}_{8}(z)<0.5$, corresponding to redshifts $z\ensuremath{\ge}1$ for the best-fitting Planck-2018 cosmology. For $n\ensuremath{\ge}5$, however, $n\mathrm{EPT}$ bispectrum depends sensitively on the cut-off scale or the grid resolution. The percent-level modeling accuracy achieved for the spherical bispectrum (where we average over all triangular configurations) becomes much degraded when fixing configurations. Thus, we show that the validity range of the field-level cosmological inferences must be different from that derived from averaged summary statistics such as $n$-point correlation functions.

Physical review. D/Physical review. D.Vol. 110(10)
Korea Institute for Advanced Study (KR), Pennsylvania State University (US), Chiba University (JP), Kavli Institute for the Physics and Mathematics of the Universe (JP), Kyoto Sangyo University (JP), Kyoto University (JP), Instituto de Física Teórica (ES), Yukawa Institute for Theoretical Physics (JP), The University of Tokyo (JP)
National Science Foundation, Pennsylvania State University, Ministry of Education, Culture, Sports, Science and Technology, Japan Society for the Promotion of Science
Climate action
Openalex Percentile: Top 41%
Blind Source Separation Techniques
0.35
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.