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The AIMS Conference Series
Parallel Session 18 :: Friday, 12/20, 14:00-16:00
Special Session 107
Recent Advances in Data Assimilation with Machine Learning
Organizer(s): Nan , Jinlong , Yeyu
Conference Hall B (B)
14:00-14:30
Di Qi (Purdue University, USA)
Reduced-Order Models for Data Assimilation of Multiscale Turbulent Systems
14:30-15:00
Daniel Zhengyu Huang (Peking University, Peoples Rep of China)
Efficient Derivative-Free Bayesian Inference for Large-Scale Inverse Problems
15:00-15:30
Yeyu Zhang (Shanghai University of Finance and Economics, Peoples Rep of China)
An Efficient Multiscale Stochastic Reduced-Order Model and Nonlinear Filtering Scheme for Two-Dimensional Stratified Turbulence
15:30-16:00
Marios Andreou (University of Wisconsin-Madison, USA)
An Efficient Online Smoother and Sampling Algorithm for Partially Observed Nonlinear Dynamical Systems