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个人简介
My research focus lies in Cosmology, including the cosmic flow measurements, the correlation functions and power spectrum measurements, halo occupation distribution, mock galaxy surveys and the density/velocity field reconstruction using Artificial Intelligence (AI). I have a professional and responsible work ethic, can work independently and to deadlines, and have good organization and time management skills.
Skills:
* Good understanding of AI technique: the Convolutional Neural Network (CNN) and the TensorFlow programming.
* Good understanding of PYTHON, MATLAB, FORTRAN, IDL, R and MATHEMATICA.
* Strong statistics knowledge including correlations and covariance, Bayesian methods, MCMC and non-Gaussian data analysis & model fit techniques.
* Knowledge of advanced data analysis techniques including Fourier transformations, power spectra and independent component analysis (ICA), principle component analysis (PCA).
* Ability to work well individually and as part of a larger group.
Talks and Seminars:
* Jul/2023: Speaker, the XV International Conference on Gravitation, Astrophysics and Cosmology (ICGAC15).
* Feb/2023: Contributed Speaker, 10th Korea Astronomy Machine Learning Meeting.
* Jan/2023: Invited Speaker, SKA-Korea Workshop.
* Nov/2022: Contributed Speaker, 9th Korea-Japan Workshop on Dark Energy.
* Nov/2022: Invited Speaker, 7th Qilu-Youth Forum, Shandong University.
* Aug/2022: Presentation in XXXIst General Assembly of the International Astronomical Union (IAUGA 2022).
* 15/Oct/2021: Presentation in 2021 Fall Conference of the Korean Astronomical Society.
* 22/Feb/2021: Invited Seminar Speaker, Dark Energy Science Department, Korea Institute for Advanced Study.
* 09/Dec/2020: Contributed Speaker, 7th Korea-Japan Workshop on Dark Energy.
* 08/Jul/2019: Presentation in Annual Scientific Meeting of the Astronomical Society of Australia.
* 01/Jul/2019: Invited Seminar Speaker, University of Queensland.
* Sep/2016 : Presentation in ICRAR Annual Conference.
研究兴趣
论文共 20 篇作者统计合作学者相似作者
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MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETYno. 4 (2024): 7600-7614
Maayane T. Soumagnac,Peter Nugent, Robert A. Knop,Anna Y. Q. Ho, William Hohensee,Autumn Awbrey, Alexis Andersen,Greg Aldering, Matan Ventura,Jessica N. Aguilar,Steven Ahlen,Segev Y. Benzvi,
arxiv(2024)
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ASTROPHYSICAL JOURNALno. 1 (2023): 40-40
Monthly Notices of the Royal Astronomical Societyno. 1 (2023): 1106-1125
arxiv(2023)
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Journal of Cosmology and Astroparticle Physicsno. 6 (2023): 062-062
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