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Yufu Niu
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Year
Digital rock segmentation for petrophysical analysis with reduced user bias using convolutional neural networks
Y Niu, P Mostaghimi, M Shabaninejad, P Swietojanski, RT Armstrong
Water Resources Research 56 (2), e2019WR026597, 2020
452020
Coal permeability: Gas slippage linked to permeability rebound
Y Niu, P Mostaghimi, I Shikhov, Z Chen, RT Armstrong
Fuel 215, 844-852, 2018
432018
An innovative application of generative adversarial networks for physically accurate rock images with an unprecedented field of view
Y Niu, Y Da Wang, P Mostaghimi, P Swietojanski, RT Armstrong
Geophysical Research Letters 47 (23), e2020GL089029, 2020
26*2020
Coal ash content estimation using fuzzy curves and ensemble neural networks for well log analysis
I Siregar, Y Niu, P Mostaghimi, RT Armstrong
International Journal of Coal Geology 181, 11-22, 2017
212017
Geometrical-based generative adversarial network to enhance digital rock image quality
Y Niu, Y Da Wang, P Mostaghimi, JE McClure, J Yin, RT Armstrong
Physical Review Applied 15 (6), 064033, 2021
102021
Deep learning of multi-resolution X-Ray micro-CT images for multi-scale modelling
SJ Jackson, Y Niu, S Manoorkar, P Mostaghimi, RT Armstrong
Physical Review Applied 17, 054046, 2022
72022
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
22022
Dynamic X-ray micotomography of microfibrous cellulose liquid foams using deep learning
SR Muin, PT Spicer, K Tang, Y Niu, M Hosseini, P Mostaghimi, ...
Chemical Engineering Science 248, 117173, 2022
22022
A comparative study of paired versus unpaired deep learning methods for physically enhancing digital rock image resolution
Y Niu, SJ Jackson, N Alqahtani, P Mostaghimi, RT Armstrong
arXiv preprint arXiv:2112.08644, 2021
22021
Particle classification of iron ore sinter green bed mixtures by 3D X-ray microcomputed tomography and machine learning
K Tang, Y Da Wang, Y Niu, TA Honeyands, D O’Dea, P Mostaghimi, ...
Powder Technology 415, 118151, 2023
2023
Paired and Unpaired Deep Learning Methods for Physically Accurate Super-Resolution Carbonate Rock Images
Y Niu, SJ Jackson, N Alqahtani, P Mostaghimi, RT Armstrong
Transport in Porous Media 144 (3), 825-847, 2022
2022
Effective permeability of an immiscible fluid in porous media determined from its geometric state
F Alzubaidi, P Mostaghimi, Y Niu, RT Armstrong, G Mohammadi, S Berg, ...
arXiv preprint arXiv:2208.08027, 2022
2022
Applications of Physically Accurate Deep Learning for Processing Digital Rock Images
Y Niu
UNSW Sydney, 2022
2022
Petrophysical analysis of coal samples from Gloucester Basin, New South Wales, Australia
Y Niu
The University of New South Wales, 2018
2018
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Articles 1–14