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About
President
Governance
Partner Institutions
Visit
People
Management
Faculty
Postdocs
Visiting Scholars
Staff
Administration
Academic Support
Research
Research Groups
Courses
Seminars
Join Us
Faculty
Postdocs
Students
Events
Conferences
Workshops
Forum
Life @ BIMSA
Accommodation
Transportation
Facilities
Tour
News
News
Announcement
Downloads
Qiuzhen College, Tsinghua University
Yau Mathematical Sciences Center, Tsinghua University (YMSC)
Tsinghua Sanya International  Mathematics Forum (TSIMF)
Shanghai Institute for Mathematics and  Interdisciplinary Sciences (SIMIS)
BIMSA > BIMSA Thursday Machine Learning Applications Seminar Maximum entropy model and its application
Maximum entropy model and its application
Organizers
Xiaopei Jiao , Fansheng Xiong , Wuyue Yang
Speaker
Wuyue Yang
Time
Thursday, December 1, 2022 2:00 PM - 4:00 PM
Venue
Online
Online
Zoom 537 192 5549 (BIMSA)
Abstract
Entropy is an important concept in thermodynamics and statistical mechanics. Maximum entropy model (MaxEnt) is a method for solving probabilistic models. In this talk, I will introduce Maximum Entropy models and its applications in biology and other fields.
Speaker Intro
Dr. Wuyue Yang is currently an Assistant Professor at BIMSA. She received her PhD degree from Tsinghua University in 2022 and was honored as an Outstanding Graduate of Beijing. Her main research directions are artificial intelligence, machine learning theory and applications. She has published papers in internationally renowned academic journals such as "Journal of Computational Physics," "Journal of Chemical Physics," and "Physics of Fluids," with over 1,000 Google citations. She is the PI of a National Natural Science Foundation of China Youth Fund project and has participated as a researcher in National Key R&D Program Special Projects. She serves as a review expert for international journals including "BMC Infectious Diseases" and "AIMS Mathematics." She teaches courses including "Theory and Application of Sparse Identification of Nonlinear Dynamics (SINDy)," "Complex System Dynamics and Control," and "Collective Dynamics of Active Matter."
Beijing Institute of Mathematical Sciences and Applications
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