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Yaoyu Zhang(张耀宇)

Yaoyu Zhang

Associate Professor

Phone:
(86-21) 54742607
Office:
324
Email:
zhyy.sjtu@sjtu.edu.cn
Homepage:
https://ins.sjtu.edu.cn/people/zhangyaoyu/

Brief Introduction

In 2016, Yaoyu ZHANG graduated from Shanghai Jiao Tong University and received his doctorate in applied mathematics. From 2016 to 2019, he carried out research as a postdoc at New York University Abu Dhabi and Courant Institute of Mathematical Sciences, New York University. From September 2019 to July 2020, he was a member at Institute for Advanced Study, Princeton, New Jersey. In 2020, he joined the faculty of Institute of Natural Sciences / School of Mathematical Sciences, Shanghai Jiao Tong University.

Research Interests

Theory and Application of Deep Learning

  1. Implicit regularization of DNN training dynamics.

  2. DNN-based machine learning approach for combustion simulation and analysis.

Computational Neuroscience

  1. Principle of brain-like learning systems.

  2. DNN-assisted analysis of large-scale neuronal circuit models.

Selected Publications

Deep Learning

Computational Neuroscience