BIMSA > Seminar on Control Theory and Nonlinear Filtering Deterministic and stochastic tangent flow based on optimal transport variational framework
Deterministic and stochastic tangent flow based on optimal transport variational framework
Organizer
Stephen S-T. Yau
Speaker
Xiaopei Jiao
Time
Tuesday, September 13, 2022 3:30 PM - 4:00 PM
Venue
Online
Online
Tencent 735 7908 4302 ()
Abstract
In this talk, we will propose numerical algorithms about OTNPF(Optimal transport Noisy particle filter). We will show numerical experiments on linear and Yau filtering systems respectively.
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.