Sun Xiang

1. Personal Profile

Name: Sun Xiang

Education: Doctor

Title: Lecturer

Office telephone: None

Email: sunxiang@ouc.edu.cn

2.Research direction

Uncertainty quantification, numerical solution of differential equations and data-driven modeling

3.Research results

Presided over 1 post doctoral project in Qingdao and participated in 1 national key R&D project (project backbone)

Published articles (first unit: Ocean University of China):

1. Xiang S., Seongyoon K., Jung-Il C. (2021).  Recurrent neural network-induced Gaussian process.  Neurocomputing, under review.

2. Zhen G., Yifan L., Xiang S.*,Xueying Z. (2021).  A reduced order method for nonlinear parameterized partial differential equations using dynamic mode decomposition coupled with k-nearest-neighbors regression.  Journal of Computational Physics, 2st round, reviews completed.

3. Xiang S., Xiaomin P., & Jung-Il C. (2021).  Non-intrusive framework of reduced-order modeling based on proper orthogonal decomposition and polynomial chaos expansion.  Journal of Computational and Applied Mathematics, 390, 113372.

4. Xiang S. & Jung-Il C. (2021).  Non-intrusive reduced-order modeling for uncertainty quantification of space-time-dependent parameterized problems.  Computers and Mathematics with Applications, 87, 50-64.