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Traiwit Chung
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DeePore: A deep learning workflow for rapid and comprehensive characterization of porous materials
A Rabbani, M Babaei, R Shams, Y Da Wang, T Chung
Advances in Water Resources 146, 103787, 2020
732020
Computations of permeability of large rock images by dual grid domain decomposition
Y Da Wang, T Chung, RT Armstrong, JE McClure, P Mostaghimi
Advances in water resources 126, 1-14, 2019
642019
Approximating permeability of microcomputed-tomography images using elliptic flow equations
T Chung, YD Wang, RT Armstrong, P Mostaghimi
SPE Journal 24 (03), 1154-1163, 2019
592019
Accelerated computation of relative permeability by coupled morphological and direct multiphase flow simulation
YD Wang, T Chung, RT Armstrong, J McClure, T Ramstad, P Mostaghimi
Journal of Computational Physics 401, 108966, 2020
492020
ML-LBM: predicting and accelerating steady state flow simulation in porous media with convolutional neural networks
YD Wang, T Chung, RT Armstrong, P Mostaghimi
Transport in Porous Media 138 (1), 49-75, 2021
462021
Flow-based characterization of digital rock images using deep learning
NJ Alqahtani, T Chung, YD Wang, RT Armstrong, P Swietojanski, ...
SPE Journal 26 (04), 1800-1811, 2021
452021
ML-LBM: Machine learning aided flow simulation in porous media
Y Da Wang, T Chung, RT Armstrong, P Mostaghimi
arXiv preprint arXiv:2004.11675, 2020
332020
Voxel agglomeration for accelerated estimation of permeability from micro-CT images
T Chung, Y Da Wang, RT Armstrong, P Mostaghimi
Journal of Petroleum Science and Engineering 184, 106577, 2020
282020
Super-resolved segmentation of X-ray images of carbonate rocks using deep learning
NJ Alqahtani, Y Niu, YD Wang, T Chung, Z Lanetc, A Zhuravljov, ...
Transport in Porous Media 143 (2), 497-525, 2022
222022
CNN-PFVS: integrating neural network and finite volume models to accelerate flow simulation on pore space images
T Chung, Y Da Wang, RT Armstrong, P Mostaghimi
Transport in Porous Media 135, 25-37, 2020
222020
Fast direct flow simulation in porous media by coupling with pore network and Laplace models
Y Da Wang, T Chung, A Rabbani, RT Armstrong, P Mostaghimi
Advances in Water Resources 150, 103883, 2021
122021
Minimising the impact of sub-resolution features on fluid flow simulation in porous media
T Chung, Y Da Wang, RT Armstrong, P Mostaghimi
Journal of Petroleum Science and Engineering 207, 109055, 2021
52021
Application of machine learning in predicting flow and transport in porous media
P Mostaghimi, Y da Wang, T Chung, R Armstrong
EGU General Assembly Conference Abstracts, EGU-4072, 2023
2023
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