加州大学伯克利分校统计学系导师教师师资介绍简介-Yun S. Song

本站小编 Free考研考试/2022-09-12

Title
Professor

Department
Dept of Statistics
Division of Computer Science/EECS


Faculty URL
http://www.eecs.berkeley.edu/~yss/

Email
yss@berkeley.edu

Phone
(510) 642-2351

Fax
(510) 642-7892


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Research Expertise and Interest
computational biology, population genomics, applied probability and statistics

Research Description
Yun Song is a professor of computer science and statistics.? His research lab consists of computer scientists, mathematicians, and statisticians who focus on tackling theoretical and computational challenges in analyzing and interpreting various biological data, which are often noisy, high-dimensional, and multimodal. ?In particular, he has extensive research experience in population genomics, where his students and he have obtained novel theoretical results and developed useful inference methods that are generalizable to complex models and scalable to big data. ?Over the past several years, he has?extended his research to other areas of computational biology. ?His current research interests include analyzing mathematical models and developing statistical inference tools to probe the mechanistic details of gene expression dynamics at both transcription and translation levels. ?