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BIMSA Thursday Machine Learning Applications Seminar
Maximum entropy model and its application
Maximum entropy model and its application
Organizers
Speaker
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."