Yan Song
Kaust (King Abdullah University of Science and Technology) at Kaust King Abdullah University Of Science And Technology
Based in Jiddah, Saudi Arabia
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Seniority
Other
Department
Other
Location
Jiddah
Industry
Higher Education
Company size
6.2K
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y•••••••@kaust.edu.sa
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5 credits+966 ••• •••• ••••
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Background
About Yan Song
I am a Postdoctoral Fellow in Statistics at King Abdullah University of Science and Technology (KAUST), affiliated with the Spatio-Temporal Statistics and Data Science (STSDS) research group led by Prof. Genton. I received my Ph.D. degree in Statistics from Renmin University of China in 2023. During my doctoral studies, I undertook research visits to Hong Kong Baptist University and KAUST. I received my B.S. degree in Statistics from Beijing Institute of Technology, China, 2018. My research interests include spatio-temporal statistics, subsampling methods, nonparametric statistics, and Computational Statistics and HPC. My work primarily focuses on spatio-temporal statistics, particularly in the analysis of large-scale spatio-temporal data from Climate and Environmental Sciences and the development of large- and exa-scale climate emulators, with Gaussian processes being key tools. I have also developed subsampling techniques for various data types and statistical models, with an emphasis on nonparametric statistics.
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