Constraining $f(R)$ Gravity Theory Using Weak Lensing Peak Statistics from the Canada-France-Hawaii-Telescope Lensing Survey
Xiangkun Liu, Baojiu Li, Gong-Bo Zhao, Mu-Chen Chiu, Wei Fang,, Chuzhong Pan, Qiao Wang, Wei Du, Shuo Yuan, Liping Fu, and Zuhui Fan

TL;DR
This study uses weak lensing peak statistics from the CFHTLens survey to place observational constraints on the Hu-Sawicki $f(R)$ gravity model, providing tighter bounds than previous methods.
Contribution
It presents the first constraints on the Hu-Sawicki $f(R)$ gravity model using weak lensing peak statistics from CFHTLens data, avoiding reliance on baryonic observable calibrations.
Findings
95% CL limit: $oxed{ ext{log}_{10}|f_{R0}| < -4.82}$ with WMAP9 priors.
95% CL limit: $oxed{ ext{log}_{10}|f_{R0}| < -5.16}$ with Planck15 priors.
Weak lensing peak analysis yields competitive constraints on modified gravity models.
Abstract
In this Letter, we report the observational constraints on the Hu-Sawicki theory derived from weak lensing peak abundances, which are closely related to the mass function of massive halos. In comparison with studies using optical or x-ray clusters of galaxies, weak lensing peak analyses have the advantages of not relying on mass-baryonic observable calibrations. With observations from the Canada-France-Hawaii-Telescope Lensing Survey, our peak analyses give rise to a tight constraint on the model parameter for . The CL limit is given WMAP9 priors on . With Planck15 priors, the corresponding result is .
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