数学科学研究所
Insitute of Mathematical Science

Applied Mathematics Seminar 1 : Data-driven modeling for nonlinear dynamic

Seminar| Institute of Mathematical Sciences

Time:Friday, September 9th, 2022, 10:00-11:15

Location:R408, IMS; Tecent Meeting

 

Speaker:  Lijian Jiang, Tongji University


Abstract: Data-driven discovery has become a very important paradigm for science and engineering. In this talk, I will present data-driven modeling for nonlinear dynamic systems using transfer  operators. With time-series data, the transfer operators are  used to model deterministic dynamic systems and stochastic dynamic systems. The derived  data-driven models are applied to  state forecast and uncertainty  quantification.


Tecent Meeting Room Number: 846-112-375


地址:上海市浦东新区华夏中路393号
邮编:201210
上海市徐汇区岳阳路319号8号楼
200031(岳阳路校区)