Qing Gao
Current Organizations / Institutes
The organizations/institutes from the scholar's latest article
Previous Organizations / Institutes
The organizations / institutes from the scholar's other articles in the past ten years
Research Subjects
Qing Gao has a total of 47 co-authors. Here are the top co-authors by number of shared publications:
- Yungui Gong
Ningbo University
51 shared publications - Zhu Yi
Faculty of Arts and Sciences, Beijing Normal University, Zhuhai 519087, China
11 shared publications - Chao Zhang
Ningbo University
10 shared publications - Chunyu Zhang
Yangzhou University
5 shared publications - Alan J. Weinstein
California Institute of Technology
4 shared publications - Fengge Zhang
Institute for Gravitational Wave Astronomy, Henan Academy of Sciences, Zhengzhou, Henan 450046
4 shared publications
Latest Publications
- Open Access
- 4 November 2025
- Published by Elsevier in Physics Letters B
- Vol. 871
Approximate reconstruction of inflationary potential with ACT observations
- 4 November 2025
- Published by Elsevier in Physics Letters B
- Vol. 871
Open AccessApproximate reconstruction of inflationary potential with ACT observations
- Open Access
- 30 October 2025
- Published by Springer Nature in The European Physical Journal C
- Vol. 85 (10) , 1-11
Inflationary models with Gauss–Bonnet coupling in light of ACT observations
Recent analyses combining Atacama Cosmology Telescope (ACT) data with other cosmological datasets report a higher scalar spectral index $$n_s$$ , creating tension with a wide range of inflationary models. Since a Gauss–Bonnet term with a coupling function $$\xi (\phi ) = 3\lambda /[4V(\phi )]$$ leaves $$n_s$$ nearly unchanged (up to a field rescaling) while reducing the tensor-to-scalar ratio r by a factor $$(1-\lambda )$$ , so choosing $$(1-\lambda )$$ sufficiently small effectively removes r as a limiting observable, making it easier for inflationary models to satisfy the latest observational constraints and alleviating this tension. Applying this mechanism to chaotic inflation, E-models, T-models, and hilltop inflation, we find that broad regions of parameter space become consistent with the latest ACT-based cosmic microwave background (CMB) constraints. These results demonstrate that Gauss–Bonnet couplings can help bring a broad class of inflationary models into agreement with current CMB measurements.- 30 October 2025
- Published by Springer Nature in The European Physical Journal C
- Vol. 85 (10) , 1-11
Open AccessInflationary models with Gauss–Bonnet coupling in light of ACT observations
Recent analyses combining Atacama Cosmology Telescope (ACT) data with other cosmological datasets report a higher scalar spectral index $$n_s$$ , creating tension with a wide range of inflationary models. Since a Gauss–Bonnet term with a coupling function $$\xi (\phi ) = 3\lambda /[4V(\phi )]$$ leaves $$n_s$$ nearly unchanged (up to a field rescaling) while reducing the tensor-to-scalar ratio r by a factor $$(1-\lambda )$$ , so choosing $$(1-\lambda )$$ sufficiently small effectively removes r as a limiting observable, making it easier for inflationary models to satisfy the latest observational constraints and alleviating this tension. Applying this mechanism to chaotic inflation, E-models, T-models, and hilltop inflation, we find that broad regions of parameter space become consistent with the latest ACT-based cosmic microwave background (CMB) constraints. These results demonstrate that Gauss–Bonnet couplings can help bring a broad class of inflationary models into agreement with current CMB measurements. - 27 September 2025
- Published by Elsevier in Physics of the Dark Universe
- Vol. 50
Nonminimal coupling in light of ACT data
- 27 September 2025
- Published by Elsevier in Physics of the Dark Universe
- Vol. 50
Nonminimal coupling in light of ACT data
- 1 August 2025
- Published by IOP Publishing in Journal of Cosmology and Astroparticle Physics
- Vol. 2025 (08)
Observational constraints on inflationary models with non-minimally derivative coupling by ACT
The most recent data release from the Atacama Cosmology Telescope (ACT) reveals a larger value of the scalar spectral tilt n_s, ruling out a broad class of inflationary attractors. In this paper, we consider inflationary models including the power law potential, the hilltop model, the polynomial α-attractor and exponential α-attractor, with non-minimally derivative coupling in the high friction limit, and show how the models can fit ACT data. We also derive constraints on the model parameters using the latest ACT data.
- 1 August 2025
- Published by IOP Publishing in Journal of Cosmology and Astroparticle Physics
- Vol. 2025 (08)
Observational constraints on inflationary models with non-minimally derivative coupling by ACT
The most recent data release from the Atacama Cosmology Telescope (ACT) reveals a larger value of the scalar spectral tilt n_s, ruling out a broad class of inflationary attractors. In this paper, we consider inflationary models including the power law potential, the hilltop model, the polynomial α-attractor and exponential α-attractor, with non-minimally derivative coupling in the high friction limit, and show how the models can fit ACT data. We also derive constraints on the model parameters using the latest ACT data.
- 27 June 2025
- Published by Springer Nature in Science China Physics, Mechanics & Astronomy
- Vol. 68 (8) , 1-9
Null tests with Gaussian process
- 27 June 2025
- Published by Springer Nature in Science China Physics, Mechanics & Astronomy
- Vol. 68 (8) , 1-9
Null tests with Gaussian process
- Open Access
Non-minimal coupling in light of ACT
The latest ACT data release disfavors the attractor $n_s=1-2/N$. In inflationary models with nonminimal coupling, such attractors typically arise in the strong coupling limit. To align with observational constraints, we focus on nonminimal coupling models with small coupling constants. For the model with the coupling function $Ω(φ) = 1 + ξf(φ)$ and the potential $V(φ) = λ^2 f^2(φ)$, we find that observational data constrain the parameters as $0.1 \lesssim ξ\lesssim 35$ and $0 \lesssim k \lesssim 1.5$ for $f(φ) = φ^k$ at the $1σ$ confidence level. With the help of the nonmiminal coupling $Ω(φ) = 1 + ξφ^2$, the hilltop inflation and power-law inflation models with power indices $2/3$ and $1/3$ can be consistent with observational data within the $1σ$ range. We also give the viable parameter regions for $ξ$ for these three models.Open AccessNon-minimal coupling in light of ACT
The latest ACT data release disfavors the attractor $n_s=1-2/N$. In inflationary models with nonminimal coupling, such attractors typically arise in the strong coupling limit. To align with observational constraints, we focus on nonminimal coupling models with small coupling constants. For the model with the coupling function $Ω(φ) = 1 + ξf(φ)$ and the potential $V(φ) = λ^2 f^2(φ)$, we find that observational data constrain the parameters as $0.1 \lesssim ξ\lesssim 35$ and $0 \lesssim k \lesssim 1.5$ for $f(φ) = φ^k$ at the $1σ$ confidence level. With the help of the nonmiminal coupling $Ω(φ) = 1 + ξφ^2$, the hilltop inflation and power-law inflation models with power indices $2/3$ and $1/3$ can be consistent with observational data within the $1σ$ range. We also give the viable parameter regions for $ξ$ for these three models. - Open Access
On the Evidence of Dynamical Dark Energy
To elucidate the robustness of the baryon acoustic oscillation (BAO) data measured by the dark energy spectroscopic instrument (DESI) in capturing the dynamical behavior of dark energy, we assess the model dependence of the evidence for dynamical dark energy inferred from the DESI BAO data. While the DESI BAO data slightly tightens the constraints on model parameters and increases the tension between the Chevallier–Polarski–Linder (CPL) model and the CDM model, we find that the influence of DESI BAO data on the constraint of is small in the SSLCPL model. In comparison to the CPL model, the tension with the CDM model is reduced for the SSLCPL model, suggesting that the evidence for dynamical dark energy from DESI BAO data is dependent on cosmological models. The inclusion of spatial curvature has little impact on the results in the SSLCPL model.Open AccessOn the Evidence of Dynamical Dark Energy
To elucidate the robustness of the baryon acoustic oscillation (BAO) data measured by the dark energy spectroscopic instrument (DESI) in capturing the dynamical behavior of dark energy, we assess the model dependence of the evidence for dynamical dark energy inferred from the DESI BAO data. While the DESI BAO data slightly tightens the constraints on model parameters and increases the tension between the Chevallier–Polarski–Linder (CPL) model and the CDM model, we find that the influence of DESI BAO data on the constraint of is small in the SSLCPL model. In comparison to the CPL model, the tension with the CDM model is reduced for the SSLCPL model, suggesting that the evidence for dynamical dark energy from DESI BAO data is dependent on cosmological models. The inclusion of spatial curvature has little impact on the results in the SSLCPL model. - Open Access
On the evidence of dynamical dark energy
To elucidate the robustness of the baryon acoustic oscillation (BAO) data measured by the Dark Energy Spectroscopic Instrument (DESI) in capturing the dynamical behavior of dark energy, we assess the model dependence of the evidence for dynamical dark energy inferred from the DESI BAO data. While the DESI BAO data slightly tightens the constraints on model parameters and increases the tension between the Chevallier-Polarski-Linder (CPL) model and the $Λ$CDM model, we find that the influence of DESI BAO data on the constraint of $w_0$ is small in the SSLCPL model. In comparison to the CPL model, the tension with the $Λ$CDM model is reduced for the SSLCPL model, suggesting that the evidence for dynamical dark energy from DESI BAO data is dependent on cosmological models. The inclusion of spatial curvature has little impact on the results in the SSLCPL model.Open AccessOn the evidence of dynamical dark energy
To elucidate the robustness of the baryon acoustic oscillation (BAO) data measured by the Dark Energy Spectroscopic Instrument (DESI) in capturing the dynamical behavior of dark energy, we assess the model dependence of the evidence for dynamical dark energy inferred from the DESI BAO data. While the DESI BAO data slightly tightens the constraints on model parameters and increases the tension between the Chevallier-Polarski-Linder (CPL) model and the $Λ$CDM model, we find that the influence of DESI BAO data on the constraint of $w_0$ is small in the SSLCPL model. In comparison to the CPL model, the tension with the $Λ$CDM model is reduced for the SSLCPL model, suggesting that the evidence for dynamical dark energy from DESI BAO data is dependent on cosmological models. The inclusion of spatial curvature has little impact on the results in the SSLCPL model. - Open Access
On the duality in constant-roll inflation
There is a duality in the observables $n_s$, $r$ and the inflaton potential between large and small $η_H$ for the constant-roll inflation if the slow-roll parameter $ε_H$ is negligible. In general, the duality between $η_H$ and $\barη_H$ does not hold for the background evolution of the inflation. For some particular solutions for the constant-roll inflation with $η_H$ being a constant, we find that in the small field approximation, the potential takes the quadratic form and it remains the same when the parameter $η_H$ changes to $\barη_H=3-η_H$. If the scalar field is small and the contribution of $ε_H$ is negligible, we find that there exists the logarithmic duality and the duality between large and small $η_H$ for the primordial curvature perturbation in inflationary models with the quadratic potential.Open AccessOn the duality in constant-roll inflation
There is a duality in the observables $n_s$, $r$ and the inflaton potential between large and small $η_H$ for the constant-roll inflation if the slow-roll parameter $ε_H$ is negligible. In general, the duality between $η_H$ and $\barη_H$ does not hold for the background evolution of the inflation. For some particular solutions for the constant-roll inflation with $η_H$ being a constant, we find that in the small field approximation, the potential takes the quadratic form and it remains the same when the parameter $η_H$ changes to $\barη_H=3-η_H$. If the scalar field is small and the contribution of $ε_H$ is negligible, we find that there exists the logarithmic duality and the duality between large and small $η_H$ for the primordial curvature perturbation in inflationary models with the quadratic potential. - 30 November 2023
- Published by American Physical Society (APS) in Physical Review D
- Vol. 108 (10) , 104069
Detecting new fundamental fields with pulsar timing arrays
Strong evidence of the existence of the stochastic gravitational wave background (SGWB) has been reported recently by the North American Nanohertz Observatory for Gravitational Waves, the Parkes Pulsar Timing Array, the European Pulsar Timing Array, and the Chinese Pulsar Timing Array Collaborations. The Bayesian posteriors of the SGWB amplitude and spectrum are compatible with astrophysical predictions for the SGWB from a population of supermassive black hole binaries (SMBHBs). We discuss the modifications arising from the extra scalar or vector radiation to the characteristic dimensionless strain of gravitational waves from SMBHBs and explore the possibility of detecting charges carried by supermassive black holes in modified gravity. The Bayesian posteriors on the tensor amplitude and the spectral exponent of SGWB are and , and a rough upper limit is obtained for the SGWB scalar or vector amplitude. The Bayesian factor between the models with and without charge is only 0.6, so the current PTA data do not favor charged SMBHBs over neutral SMBHBs.- 30 November 2023
- Published by American Physical Society (APS) in Physical Review D
- Vol. 108 (10) , 104069
Detecting new fundamental fields with pulsar timing arrays
Strong evidence of the existence of the stochastic gravitational wave background (SGWB) has been reported recently by the North American Nanohertz Observatory for Gravitational Waves, the Parkes Pulsar Timing Array, the European Pulsar Timing Array, and the Chinese Pulsar Timing Array Collaborations. The Bayesian posteriors of the SGWB amplitude and spectrum are compatible with astrophysical predictions for the SGWB from a population of supermassive black hole binaries (SMBHBs). We discuss the modifications arising from the extra scalar or vector radiation to the characteristic dimensionless strain of gravitational waves from SMBHBs and explore the possibility of detecting charges carried by supermassive black holes in modified gravity. The Bayesian posteriors on the tensor amplitude and the spectral exponent of SGWB are and , and a rough upper limit is obtained for the SGWB scalar or vector amplitude. The Bayesian factor between the models with and without charge is only 0.6, so the current PTA data do not favor charged SMBHBs over neutral SMBHBs.