PEOPLE
Assistant Professor
Basic Information
计算数学教研室
助理教授
qsun_irl@tongji.edu.cn
孙琪
研究方向

深度学习,不确定性量化,偏微分方程数值解

工作经历
  • 2019.7至2021.8,北京大学北京国际数学研究中心,博士后

  • 2021.8至今,同济大学数学科学学院,助理教授

论文与出版物
  1. Qi Sun, Yunzhe Tao and Qiang Du, Stochastic training of residual networks in deep learning, Mathematica Numerica Sinica, 2020, 42(3) : 349-369.

  2. Qi Sun and Qiang Du, A distributed optimal control problem with averaged stochastic gradient descent, Communication in Computational Physics, 2020, 27(3), 753-774.

  3. Hong Liang, Qi Sun and Qiang Du, Data-driven compressive sensing and applications in uncertainty quantification, Journal of Computational Physics, 2018, 374, 787-802.