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Machine learning theory and application
Symmetry group of PDE and application in numerics (part I)
Symmetry group of PDE and application in numerics (part I)
Organizer
Speaker
Time
Friday, September 22, 2023 2:00 PM - 4:00 PM
Venue
A3-1-103
Online
Zoom 293 812 9202
(BIMSA)
Abstract
In this talk, we will focus on symmetry of PDE and report some relation with deep learning. It is a well known fact that Lie group is a fundamental tool to describe the symmetry. In the first part, basic preliminaries about symmetry group will be interpreted as prior knowledge.
Speaker Intro
Jiao Xiaopei graduated with a bachelor's degree from the Zhi Yuan College of Shanghai Jiao Tong University (Physics Department) in 2017 and obtained his PhD from the Department of Mathematical Sciences at Tsinghua University in 2022, under the guidance of Professor Stephen Shing-Toung Yau (IEEE Fellow, former tenured professor at the University of Illinois at Chicago). He has conducted postdoctoral research at the Beijing Institute of Mathematica Science and Application and at the University of Twente in the Netherlands (under the guidance of Professor Johannes Schmidt-Hieber, Fellow of the Institute of Mathematical Statistics). His current research interests include control theory, numerical partial differential equations, and bioinformatics.