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The reconstruction of the initial conditions of the Universe is an important topic in cosmology, particularly in the context of sharpening the measurement of the baryon acoustic oscillation (BAO) peak. Nonlinear reconstruction algorithms…

宇宙学与河外天体物理 · 物理学 2018-12-19 Jack Birkin , Baojiu Li , Marius Cautun , Yanlong Shi

Plenty of crucial information about our Universe is encoded in the cosmic large-scale structure (LSS). However, the extractions of these information are usually hindered by the nonlinearities of the LSS, which can be largely alleviated by…

宇宙学与河外天体物理 · 物理学 2021-07-22 Yu Liu , Yu Yu , Baojiu Li

The density field reconstruction technique, which was developed to partially reverse the nonlinear degradation of the Baryon Acoustic Oscillation (BAO) feature in the galaxy redshift surveys, has been successful in substantially improving…

宇宙学与河外天体物理 · 物理学 2016-07-27 Hee-Jong Seo , Florian Beutler , Ashley J. Ross , Shun Saito

The baryon acoustic oscillation (BAO) method for constraining the expansion history is adversely affected by non-linear structure formation, which washes out the correlation function peak created at decoupling. To increase the constraining…

宇宙学与河外天体物理 · 物理学 2015-05-14 Yookyung Noh , Martin White , Nikhil Padmanabhan

Motivated by recent developments in perturbative calculations of the nonlinear evolution of large-scale structure, we present an iterative algorithm to reconstruct the initial conditions in a given volume starting from the dark matter…

宇宙学与河外天体物理 · 物理学 2020-12-01 Marcel Schmittfull , Tobias Baldauf , Matias Zaldarriaga

The reconstruction method has been widely employed to improve the Baryon Acoustic Oscillations (BAO) measurement in spectroscopic survey data analysis. In this study, we explore the reconstruction of the BAO signals in the realm of…

宇宙学与河外天体物理 · 物理学 2024-03-14 Kwan Chuen Chan , Guoyuan Lu , Xin Wang

In this paper, we report a significant recovery of the linear baryonic acoustic oscillation (BAO) signature by applying the isobaric reconstruction algorithm to the non-linear matter density field. Assuming only the longitudinal component…

宇宙学与河外天体物理 · 物理学 2017-06-14 Xin Wang , Hao-Ran Yu , Hong-Ming Zhu , Yu Yu , Qiaoyin Pan , Ue-Li Pen

Reconstructing an estimate of linear Baryon Acoustic Oscillations (BAO) from an evolved galaxy field has become a standard technique in recent analyses. By partially removing non-linear damping caused by bulk motions, the real-space BAO…

宇宙学与河外天体物理 · 物理学 2015-02-26 Angela Burden , Will J. Percival , Marc Manera , Antonio J. Cuesta , Mariana Vargas Magana , Shirley Ho

A new fully non-linear reconstruction algorithm for the accurate recovery of the Baryonic Acoustic Oscillations (BAO) scale in two-point correlation functions is proposed, based on the least-action principle and extending the Fast Action…

宇宙学与河外天体物理 · 物理学 2019-01-30 E. Sarpa , C. Schimd , E. Branchini , S. Matarrese

Optimal transport theory has recently reemerged as a vastly resourceful field of mathematics with elegant applications across physics and computer science. Harnessing methods from geometry processing, we report on the efficient…

宇宙学与河外天体物理 · 物理学 2022-06-01 Sebastian von Hausegger , Bruno Lévy , Roya Mohayaee

We develop a framework for self-consistently extracting cosmological information from the clustering of tracers in redshift space, $\textit{without}$ relying on model-dependent templates to describe the baryon acoustic oscillation (BAO)…

宇宙学与河外天体物理 · 物理学 2023-09-11 Aseem Paranjape , Ravi K. Sheth

Gravitational non-linear evolution induces a shift in the position of the baryon acoustic oscillations (BAO) peak together with a damping and broadening of its shape that bias and degrades the accuracy with which the position of the peak…

宇宙学与河外天体物理 · 物理学 2017-09-12 Andrej Obuljen , Francisco Villaescusa-Navarro , Emanuele Castorina , Matteo Viel

Precise measurements of the baryon acoustic oscillation (BAO) scale as a standard ruler in the clustering pattern of large-scale structure is a central goal of current and future galaxy surveys. The BAO peak may be sharpened using the…

宇宙学与河外天体物理 · 物理学 2015-10-28 Ixandra Achitouv , Chris Blake

The process of density field reconstruction enhances the statistical power of distance scale measurements using baryon acoustic oscillations (BAO). During this process a fiducial cosmology is assumed in order to convert sky coordinates and…

宇宙学与河外天体物理 · 物理学 2019-02-27 Blake D. Sherwin , Martin White

As galaxy surveys begin to measure the imprint of baryonic acoustic oscillations (BAO) on large-scale structure at the sub-percent level, reconstruction techniques that reduce the contamination from nonlinear clustering become increasingly…

宇宙学与河外天体物理 · 物理学 2015-12-24 Marcel Schmittfull , Yu Feng , Florian Beutler , Blake Sherwin , Man Yat Chu

The Baryon Acoustic Oscillations (BAO) in the large-scale structure of the universe leave a distinct peak in the two-point correlation function of the matter distribution. That acoustic peak is smeared and shifted by bulk flows and…

宇宙学与河外天体物理 · 物理学 2015-06-04 Svetlin Tassev , Matias Zaldarriaga

We propose a new scheme to reconstruct the baryon acoustic oscillations (BAO) signal, which contains key cosmological information, based on deep convolutional neural networks (CNN). Trained with almost no fine-tuning, the network can…

宇宙学与河外天体物理 · 物理学 2021-02-09 Tian-Xiang Mao , Jie Wang , Baojiu Li , Yan-Chuan Cai , Bridget Falck , Mark Neyrinck , Alex Szalay

We compute the power spectrum at one-loop order in standard perturbation theory for the matter density field to which a standard Lagrangian Baryonic acoustic oscillation (BAO) reconstruction technique is applied. The BAO reconstruction…

宇宙学与河外天体物理 · 物理学 2017-08-23 Chiaki Hikage , Kazuya Koyama , Alan Heavens

This work deals with the problem of distributed data acquisition under non-linear communication constraints. More specifically, we consider a model setup where $M$ distributed nodes take individual measurements of an unknown structured…

信息论 · 计算机科学 2020-01-09 Martin Genzel , Peter Jung

We develop a methodology to optimise the measurement of Baryon Acoustic Oscillation (BAO) from a given galaxy sample. In our previous work, we demonstrated that one can measure BAO from tracers in under-dense regions (voids). In this study,…

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