Research
Research Interests 研究方向
I am a theoretical and computational astrophysicist, working mainly on the cosmic dawn and reionization, and 21 cm cosmology. The epoch of reionization (EOR) is one of the milestones in the evolution of our universe which is currently less understood observationally, and the H I 21 cm line will be the most promising probe with a number of ongoing and upcoming 21 cm experiments in the next decades. My recent research interests focus on four directions as follows.
- Numerical Simulations of Reionization
- New Probes of Cosmic Reionization and Cosmic Dawn
- Towards the Data Analysis of 21 cm Observations
- Understanding Neutral Hydrogen Gas in Halos at Low-redshifts
Current Funding and Grants 在研项目
宇宙再电离理论与数值模拟,科技部平方公里阵列射电望远镜(SKA)专项,2020.12-2025.11,项目负责人。
Theories and Numerical Simulations in Cosmic Reionization, MOST Square Kilometre Array Program, 2020.12-2025.11, Project PI.
Previous Funding and Grants 结题项目
1. 宇宙黎明的数值和半数值模拟及其在宇宙21厘米谱线中的特征痕迹,国家自然科学基金国际(地区)合作研究项目(中国-以色列), 2017.10 – 2020.09, 项目负责人。
Numerical and Semi-numerical Simulations of Cosmic Dawn and its Signatures on Cosmic 21-cm Radiation, NSFC-ISF Joint Scientific Research Program, 2017.10 – 2020.09, Project PI.
2. 利用来自宇宙再电离时代的红移21厘米谱线探寻宇宙第一代发光体的足迹,国家自然科学基金面上项目,2017.01 – 2020.12,项目负责人。
Searching for the signature of the first luminous objects using the redshifted 21cm line from the epoch of reionization, NSFC Regular Program, 2017.01 – 2020.12, Project PI.
3. 来自宇宙第一缕曙光的红移21厘米背景辐射:数值模拟与理论模型,国家自然科学基金应急管理项目,2016.01 – 2016.12,项目负责人。
The redshifted 21cm background from the cosmic dawn: numerical simulations and theoretical modeling, NSFC Director’s Discretionary Allocation Program, 2016.01 – 2016.12, Project PI.
Selected Publications
(See the full list of publications at this link)
- Reconstruction of Cosmological Initial Density Field with Observations from the Epoch of Reionization
Meng Zhou, Yi Mao
The Astrophysical Journal, 2023, submitted (arXiv: 2311.14940) - Simulation-based Inference of Reionization Parameters from 3D Tomographic 21 cm Light-cone Images — II: Application of Solid Harmonic Wavelet Scattering Transform
Xiaosheng Zhao, Yi Mao, Shifan Zuo, Benjamin D. Wandelt
The Astrophysical Journal, 2023, submitted (arXiv: 2310.17602) - Can diffusion model conditionally generate astrophysical images?
Xiaosheng Zhao, Yuan-Sen Ting, Kangning Diao, Yi Mao
Monthly Notices of the Royal Astronomical Society, 2023, Volume 526, Issue 2, pp.1699-1712 - The long-lasting effect of X-ray preheating in the post-reionization intergalactic medium
Paulo Montero-Camacho, Yao Zhang, Yi Mao
Monthly Notices of the Royal Astronomical Society, 2023, submitted (arXiv:2307.10598) - A Semiblind PCA-based Foreground Subtraction Method for 21 cm Intensity Mapping
Shifan Zuo, Xuelei Chen, Yi Mao
The Astrophysical Journal, 2023, Volume 945, Number 1, id. 38. - Theoretical Models of the Atomic Hydrogen Content in Dark Matter Halos
Zhixing Li, Hong Guo, Yi Mao
The Astrophysical Journal, 2022, submitted. - Separating the memory of reionisation from cosmology in the Lyα forest power spectrum at the post-reionisation era
Paulo Montero-Camacho, Yuchen Liu, Yi Mao
Monthly Notices of the Royal Astronomical Society, 2023, Volume 520, Issue 4, pp. 4853–4866. - Implicit Likelihood Inference of Reionization Parameters from the 21 cm Power Spectrum
Xiaosheng Zhao, Yi Mao, Benjamin D. Wandelt
The Astrophysical Journal, 2022, Volume 933, Number 2, id.236 - Estimation of H II Bubble Size Distribution from 21 cm Power Spectrum with Artificial Neural Networks
Hayato Shimabukuro, Yi Mao, Jianrong Tan
Research in Astronomy and Astrophysics, 2022, Volume 22, id.035027. - Simulation-based Inference of Reionization Parameters from 3D Tomographic 21 cm Light-cone Images
Xiaosheng Zhao, Yi Mao, Cheng Cheng, Benjamin D. Wandelt
The Astrophysical Journal, 2022, Volume 926, Number 2, id.151. - Extracting the astrophysics of reionization from the Lyα forest power spectrum: a first forecast
Paulo Montero-Camacho, Yi Mao
Monthly Notices of the Royal Astronomical Society, 2021, Volume 508, Issue 1, pp.1262-1279 - Linear Polarization of the 21 cm Line from the Epoch of Reionization
Bohua Li, Jianrong Tan, Yi Mao
The Astrophysical Journal, 2021, Volume 918, Number 1, id. 14 - Antisymmetric Cross-correlation between H I and CO Line Intensity Maps as a New Probe of Cosmic Reionization
Meng Zhou, Jianrong Tan, Yi Mao
The Astrophysical Journal, 2021, Volume 909, Number 1, id. 51 - The Breakdown Scale of H I Bias Linearity
Zhenyuan Wang, Yangyao Chen, Yi Mao, Houjun Mo, Huiyuan Wang, Hong Guo, Cheng Li, Jian Fu, Yipeng Jing, Jing Wang, Xiaohu Yang, Zheng Zheng
The Astrophysical Journal, 2021, Volume 907, Number 1, id. 4 (8 pp.) - Lyα forest power spectrum as an emerging window into the epoch of reionization and cosmic dawn
Paulo Montero-Camacho, Yi Mao
Monthly Notices of the Royal Astronomical Society, 2020, Volume 499, Issue 2, p.1640-1651 - The impact of inhomogeneous subgrid clumping on cosmic reionization
Yi Mao, Jun Koda, Paul R. Shapiro, Ilian T. Iliev, Garrelt Mellema, Hyunbae Park, Kyungjin Ahn, Michele Bianco
Monthly Notices of the Royal Astronomical Society, 2020, Volume 491, Issue 2, p.1600-1621 - Signatures of cosmic reionization on the 21-cm two- and three-point correlation function I: quadratic bias modelling
Kai Hoffmann, Yi Mao, Jiachuan Xu, Houjun Mo, Benjamin D. Wandelt
Monthly Notices of the Royal Astronomical Society, 2019, Volume 487, Issue 3, p.3050-3068 - Testing the scale-dependent hemispherical asymmetry with the 21-cm power spectrum from the epoch of reionization
Botao Li, Zhaoting Chen, Yi-Fu Cai, Yi Mao
Monthly Notices of the Royal Astronomical Society, Volume 487, Issue 4, August 2019, p.5564–5571 - Linear perturbation theory of reionization in position space: Cosmological radiative transfer along the light cone
Yi Mao, Anson D’Aloisio, Benjamin D.Wandelt, Jun Zhang, Paul R. Shapiro
Physical Review D, 2015, Volume 91, Issue 8, id.083015 - Cosmologically probing ultra-light particle dark matter using 21 cm signals
Kenji Kadota, Yi Mao, Kiyomoto Ichiki, Joseph Silk
Journal of Cosmology and Astroparticle Physics, 2014, Issue 06, article id. 011 - Primordial non-Gaussianity estimation using 21 cm tomography from the epoch of reionization
Yi Mao, Anson D’Aloisio, Jun Zhang, Paul R. Shapiro
Physical Review D, 2013, Vol. 88, Issue 8, id. 081303 - Will Nonlinear Peculiar Velocity and Inhomogeneous Reionization Spoil 21 cm Cosmology from the Epoch of Reionization?
Paul R. Shapiro, Yi Mao, Ilian T. Iliev, Garrelt Mellema, Kanan K. Datta, Kyungjin Ahn, Jun Koda
Physical Review Letters, 2013, Vol. 110, Issue 15, id. 151301 - Redshift-space distortion of the 21-cm background from the epoch of reionization – I. Methodology re-examined
Yi Mao, Paul R. Shapiro, Garrelt Mellema, Ilian T. Iliev, Jun Koda, Kyungjin Ahn
Monthly Notices of the Royal Astronomical Society, 2012, Volume 422, Issue 2, pp. 926-954 - How accurately can 21cm tomography constrain cosmology?
Yi Mao, Max Tegmark, Matthew McQuinn, Matias Zaldarriaga, Oliver Zahn
Physical Review D, 2008, Vol. 78, Issue 2, id. 023529 - Constraining torsion with Gravity Probe B
Yi Mao, Max Tegmark, Alan H. Guth, Serkan Cabi
Physical Review D, 2007, Vol. 76, Issue 10, id. 104029