高级职称

个人简历

 2026.03 至今 中国科学院力学研究所 国家微重力实验室 副研究员

 2022.03 – 2026.03 中国科学院力学研究所 国家微重力实验室 博士后

 2015.09 – 2022.03 大连理工大学 物理学院 直博

 2011.09 – 2015.06 大连理工大学 创新实验学院 本科

研究方向

1. 空间引力波探测系统仿真模拟

2. 引力波数据处理

3. 引力波探测方案论证

参与论文专著

 1. Minghui Du*, Pengcheng Wang, Ziren Luo, Wen-Biao Han, Xin Zhang, Xian Chen, Zhoujian Cao, Yonghe Zhang, He        Wang, Xiaodong Peng, Li-E Qiang, Ke An, Yidi Fan, Jiafeng Zhang, Liang-Gui Zhu, Ping Shen, Qianyun Yun, Xiao-Bo Zou, Ye Jiang, Tianyu Zhao, Yong Yuan, Xiaotong Wei, Yuxiang Xu, Bo Liang, Peng Xu*, Yueliang Wu*. Towards realistic detection pipelines of Taiji: New challenges in data analysis and high-fidelity simulations of space-based gravitational wave antenna. Science China Physics, Mechanics & Astronomy, 69(4), 2026.

2. Minghui Du*, Ziren Luo, Peng Xu*. Enhancing Taiji's parameter estimation under nonstationarity: A time-frequency domain framework for Galactic binaries and instrumental noises. Physical Review D, 112(8), 2025.

3. Minghui Du, Bo Liang, He Wang*, Peng Xu, Ziren Luo, Yueliang Wu*. Advancing space-based gravitational wave astronomy: Rapid parameter estimation via normalizing flows. Science China Physics, Mechanics & Astronomy, 67, 2024.

4. Minghui Du, Lixin Xu*. How will our knowledge of short gamma-ray bursts affect the distance measurement of binary neutron stars? Science China Physics, Mechanics & Astronomy, 65, 2022.

5. Minghui Du, Qiong Deng, Yifan Bian, Ziren Luo, Peng Xu*. Probing supermassive black hole binaries with orbital resonances of laser-ranged satellites. The European Physical Journal C, 83, 2023.

6. Minghui Du, Pengzhan Wu, Ziren Luo, Peng Xu*. Exploring Time Delay Interferometry ranging as a practical ranging approach in the Bayesian framework. Results in Physics, 62, 2024.

7. Minghui Du, Weiqiang Yang, Lixin Xu*, Supriya Pan, David F. Mota. Future constraints on dynamical dark-energy using gravitational-wave standard sirens. Physical Review D, 100, 2019.

8. Bo Liang, Chang Liu, Hanlin Song, Zhenwei Lyu, Minghui Du*, Peng Xu*, Ziren Luo, Sensen He, Haohao Gu, Tianyu Zhao, et al. Toward Efficient and Accurate EMRI Parameter Estimation: A Machine Learning-Enhanced MCMC Framework. Research, 9:1055, 2026.

9. Bo Liang, Hong Guo, Tianyu Zhao, He Wang, Herik Evangelinelis, Yuxiang Xu, Chang Liu, Manjia Liang, Xiaotong Wei, Yong Yuan, Minghui Du*, Peng Xu*, Wei-Liang Qian, Ziren Luo. Unlocking New Paths for Efficient Analysis of Gravitational Waves from Extreme-Mass-Ratio Inspirals with Machine Learning. Chinese Physics Letters, 42, 081101, 2025.

10. Bo Liang, Minghui Du*, He Wang*, Yuxiang Xu, Chang Liu, Xiaotong Wei, Peng Xu, Li-e Qiang, Ziren Luo. Rapid parameter estimation for merging massive black hole binaries using continuous normalizing flows. Machine Learning: Science and Technology, 5(4), 2024.

11. Pengzhan Wu, Minghui Du*, Peng Xu*. Suppressing data anomalies of gravitational reference sensors with time delay interferometry combinations. Optics Express, 32(24), pp. 43249-43263, 2024.

12. He Wang*, Minghui Du*, Peng Xu, Yu-Feng Zhou. Challenges in space-based gravitational wave data analysis and applications of artificial intelligence. SCIENTIA SINICA Physica, Mechanica & Astronomica, 54(7), 2024.

13. Lei-qiao Ye, Minghui Du*, Peng Xu, Rui-hong Gao. Iterative estimation and precision suppression of inter-spacecraft tilt-to-length coupling noise for the Taiji space gravitational wave detection mission. Chinese Optics, 18(3), pp. 583-595, 2025.

14. Qianyun Yun, Wen-Biao Han, Yi-Yang Guo, He Wang, Minghui Du. The detection, extraction and parameter estimation of extreme-mass-ratio inspirals with deep learning. Science China Physics, Mechanics & Astronomy, 68, 210413, 2025.

15. Yuxiang Xu, He Wang, Minghui Du, Bo Liang, Peng Xu. Gravitational wave signal denoising and merger time prediction with a deep neural network. Physical Review D, 111, 063037, 2025.

16. Yuxiang Xu, Minghui Du, Peng Xu, Bo Liang, He Wang. Gravitational wave signal extraction against non-stationary instrumental noises with deep neural network. Physics Letters B, 858, 139016, 2024.

17. Jiaze Gao, Zhihuan Zhou, Minghui Du, Rui Zou, Jianping Hu, Lixin Xu. A measurement of Hubble constant using cosmographic approach combining fast radio bursts and supernovae. Monthly Notices of the Royal Astronomical Society, 527(3), pp. 7861-7870, 2024.

18. Lin Chen, Lixin Xu, Jinyi Liu, Ling Qiao, Minghui Du. Anisotropy of the gravitational-wave standard sirens and its cosmological applications. The European Physical Journal C, 82, 380, 2022.

19. En-Kun Li, Minghui Du, Zhi-Huan Zhou, Hongchao Zhang, Lixin Xu. Testing the effect of H0 on fσ8 tension using a Gaussian process method. Monthly Notices of the Royal Astronomical Society, 501(3), pp. 4452-4463, 2021.

20. En-Kun Li, Minghui Du, Lixin Xu*. General cosmography model with spatial curvature. Monthly Notices of the Royal Astronomical Society, 491(4), pp. 4960-4972, 2020.

21. Weiqiang Yang, Supriya Pan, David F. Mota, Minghui Du. Forecast constraints on anisotropic stress in dark energy using gravitational waves. Monthly Notices of the Royal Astronomical Society, 497(1), pp. 879-893, 2020.

22. En-Kun Li, Hongchao Zhang, Minghui Du, Zhi-Huan Zhou, Lixin Xu. Probing the Neutrino Mass Hierarchy beyond ΛCDM Model. Journal of Cosmology and Astroparticle Physics, 2018(08), 042, 2018.