Personal information

Activities

Employment (1)

Xi'an Jiaotong University: Xi'an, Shaanxi, CN

2013-03-15 to present | Associate Professor (School of Mathematics and Statistics)
Employment
Source: Self-asserted source
Jie Chen

Education and qualifications (3)

Nanyang Technological University: Singapore, Singapore, SG

2007-08-25 to 2011-08-24 | Doctor (School of Physical and Mathematical Sciences)
Education
Source: Self-asserted source
Jie Chen

Nanjing University: Nanjing, Jiangsu, CN

2004-09-01 to 2007-06-30 | Master (Department of Mathematics)
Education
Source: Self-asserted source
Jie Chen

Nanjing University: Nanjing, Jiangsu, CN

2000-09-01 to 2004-06-30 | bachelor (Department of Mathematics)
Education
Source: Self-asserted source
Jie Chen

Works (9)

An online generalized multiscale approximation of the multipoint flux mixed finite element method

Journal of Computational and Applied Mathematics
2024-02 | Journal article
Contributors: Zhengkang He; Jie Chen; Zhangxin Chen; Tong Zhang
Source: check_circle
Crossref

Deep ensemble learning for high-dimensional subsurface fluid flow modeling

Engineering Applications of Artificial Intelligence
2023-11 | Journal article
Contributors: Abouzar Choubineh; Jie Chen; David A. Wood; Frans Coenen; Fei Ma
Source: check_circle
Crossref

Applying Monte Carlo Dropout to Quantify the Uncertainty of Skip Connection-Based Convolutional Neural Networks Optimized by Big Data

Electronics
2023-03-19 | Journal article
Contributors: Abouzar Choubineh; Jie Chen; Frans Coenen; Fei Ma
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Fourier Neural Operator for Fluid Flow in Small-Shape 2D Simulated Porous Media Dataset

Algorithms
2023-01-01 | Journal article
Contributors: Abouzar Choubineh; Jie Chen; David A. Wood; Frans Coenen; Fei Ma
Source: check_circle
Crossref

Adaptive Deep Learning Approximation for Allen-Cahn Equation

2022 | Book chapter
Contributors: Huiying Xu; Jie Chen; Fei Ma
Source: check_circle
Crossref

An innovative application of deep learning in multiscale modeling of subsurface fluid flow: Reconstructing the basis functions of the mixed GMsFEM

Journal of Petroleum Science and Engineering
2022-09 | Journal article
Contributors: Abouzar Choubineh; Jie Chen; Frans Coenen; Fei Ma
Source: check_circle
Crossref

Adaptive generalized multiscale approximation of a mixed finite element method with velocity elimination

Computational Geosciences
2021-10-01 | Journal article
Contributors: Zhengkang He; Eric T. Chung; Jie Chen; Zhangxin Chen
Source: check_circle
Crossref

The discrete duality finite volume method for a class of quasi‐Newtonian Stokes flows

Numerical Methods for Partial Differential Equations
2019-11 | Journal article
Contributors: Zhengkang He; Rui Li; Jie Chen; Zhangxin Chen
Source: check_circle
Crossref

Efficient Linearly and Unconditionally Energy Stable Schemes for the Phase Field Model of Solid-State Dewetting Problems

2018 | Book chapter
Contributors: Zhengkang He; Jie Chen; Zhangxin Chen
Source: check_circle
Crossref

Peer review (2 reviews for 2 publications/grants)

Review activity for Computational geosciences. (1)
Review activity for Systems and soft computing. (1)