Fei Ma

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

F. Coenen, A. Choubineh, Jie Chen, 2022, Journal of Petroleum Science and Engineering.

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

David A. Wood, Frans Coenen, A. Choubineh, 2023, Algorithms.

A new scheme to learn a kernel in regularization networks

Jie Chen, Jian Chen, Fei Ma, 2011, Neurocomputing.

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

Frans Coenen, A. Choubineh, Jie Chen, 2023, Electronics.

Adaptive Deep Learning Approximation for Allen-Cahn Equation

Jie Chen, Fei Ma, Huiying Xu, 2022, ICCS.

Machine learning to improve natural gas reservoir simulations

David A. Wood, Frans Coenen, A. Choubineh, 2022, Sustainable Natural Gas Reservoir and Production Engineering.

Deep ensemble learning for high-dimensional subsurface fluid flow modeling

David A. Wood, F. Coenen, A. Choubineh, 2023, Eng. Appl. Artif. Intell..