An Integrated Introduction to Multigrid and Deep Learning

Speaker: Jinchao Xu, Penn State University

In this short course, an integrated introduction will be given to both multigrid methods and machine learning based on deep neural networks. The presentation will be elementary as it assumes little prior knowledge on both subjects and yet advanced as it will quickly reach to core issues in the relevant algorithm/model formulation, mathematical understanding and practical applications. Practice problems will be given to both theoretical analysis and practical applications that uses iFEM (for multigrid) and TensorFlow or Pytorch (for Deep Learning).


Teaching assistants: Juncai He and Xiaodong Jia (Peking University)


Short course time: Aug 11--12, 2019


IMG2019, Aug 11--16, 2019

Countdown: Days

IMG2019, Aug 11--16, 2019

Online Registration: Click Here


Conference Venue: Howard Johnson, Kunming


Important Dates

Minisymposium Proposal Deadline

February 1, 2019


Early Registration Deadline

April 15, 2019


Conference Date

August 11-16, 2019

Contact Us

For further information of the Conference, please contact the secretary of IMG2019.

  1. Ms.Caroline