Ying Da Wang

Postdoctoral Fellow

PhD: 2020, UNSW, Machine Learning Methods and Computationally Efficient Techniques in Digital Rock Analysis and micro-CT Imaging

Journal articles
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Niu Y; Da Wang Y; Mostaghimi P; McClure JE; Yin J; Armstrong RT, 2021, 'Geometrical-Based Generative Adversarial Network to Enhance Digital Rock Image Quality', Physical Review Applied, vol. 15, http://dx.doi.org/10.1103/PhysRevApplied.15.064033
2021
Wang YD; Chung T; Armstrong RT; Mostaghimi P, 2021, 'ML-LBM: Predicting and Accelerating Steady State Flow Simulation in Porous Media with Convolutional Neural Networks', Transport in Porous Media, vol. 138, pp. 49 - 75, http://dx.doi.org/10.1007/s11242-021-01590-6
2021
Wang YD; Chung T; Rabbani A; Armstrong RT; Mostaghimi P, 2021, 'Fast direct flow simulation in porous media by coupling with pore network and Laplace models', Advances in Water Resources, vol. 150, http://dx.doi.org/10.1016/j.advwatres.2021.103883
2021
Wang YD; Blunt MJ; Armstrong RT; Mostaghimi P, 2021, 'Deep learning in pore scale imaging and modeling', Earth-Science Reviews, vol. 215, http://dx.doi.org/10.1016/j.earscirev.2021.103555
2021
Wang YD; Shabaninejad M; Armstrong RT; Mostaghimi P, 2021, 'Deep neural networks for improving physical accuracy of 2D and 3D multi-mineral segmentation of rock micro-CT images', Applied Soft Computing, vol. 104, pp. 107185 - 107185, http://dx.doi.org/10.1016/j.asoc.2021.107185
2021
Niu Y; Wang YD; Mostaghimi P; Swietojanski P; Armstrong RT, 2020, 'An Innovative Application of Generative Adversarial Networks for Physically Accurate Rock Images With an Unprecedented Field of View', Geophysical Research Letters, vol. 47, http://dx.doi.org/10.1029/2020GL089029
2020
Rabbani A; Babaei M; Shams R; Wang YD; Chung T, 2020, 'DeePore: A deep learning workflow for rapid and comprehensive characterization of porous materials', Advances in Water Resources, vol. 146, http://dx.doi.org/10.1016/j.advwatres.2020.103787
2020
Alzahid YA; Aborshaid H; Asali M; McClure J; Chen C; Mostaghimi P; Da Wang Y; Sun C; Armstrong RT, 2020, 'Real-time synchrotron-based X-ray computed microtomography during in situ emulsification', Journal of Petroleum Science and Engineering, vol. 195, http://dx.doi.org/10.1016/j.petrol.2020.107885
2020
Wang YD; Armstrong RT; Mostaghimi P, 2020, 'Boosting Resolution and Recovering Texture of 2D and 3D Micro-CT Images with Deep Learning', Water Resources Research, vol. 56, http://dx.doi.org/10.1029/2019WR026052
2020
Chung T; Wang YD; Armstrong RT; Mostaghimi P, 2020, 'Voxel agglomeration for accelerated estimation of permeability from micro-CT images', Journal of Petroleum Science and Engineering, vol. 184, http://dx.doi.org/10.1016/j.petrol.2019.106577
2020
Wang YD; Chung T; Armstrong RT; McClure J; Ramstad T; Mostaghimi P, 2020, 'Accelerated Computation of Relative Permeability by Coupled Morphological and Direct Multiphase Flow Simulation', Journal of Computational Physics, vol. 401, http://dx.doi.org/10.1016/j.jcp.2019.108966
2020
Chung T; Wang YD; Armstrong RT; Mostaghimi P, 2019, 'Approximating permeability of microcomputed-tomography images using elliptic flow equations', SPE Journal, vol. 24, pp. 1154 - 1163, http://dx.doi.org/10.2118/191379-PA
2019
Wang YD; Armstrong RT; Mostaghimi P, 2019, 'Enhancing Resolution of Digital Rock Images with Super Resolution Convolutional Neural Networks', Journal of Petroleum Science and Engineering, vol. 182, http://dx.doi.org/10.1016/j.petrol.2019.106261
2019
Wang YD; Chung T; Armstrong RT; McClure JE; Mostaghimi P, 2019, 'Computations of permeability of large rock images by dual grid domain decomposition', Advances in Water Resources, vol. 126, pp. 1 - 14, http://dx.doi.org/10.1016/j.advwatres.2019.02.002
2019
Aljehani AS; Wang YD; Rahman SS, 2018, 'An innovative approach to relative permeability estimation of naturally fractured carbonate rocks', Journal of Petroleum Science and Engineering, vol. 162, pp. 309 - 324, http://dx.doi.org/10.1016/j.petrol.2017.12.055
2018
Fang R; Wang G; Huang Y; Zhuang JP; Tang HD; Wang Y; Deng YL; Xu W; Chen SD; Ren RJ, 2014, 'Validation of the Chinese version of Addenbrooke's cognitive examination-revised for screening mild Alzheimer's disease and mild cognitive impairment', Dementia and Geriatric Cognitive Disorders, vol. 37, pp. 223 - 231, http://dx.doi.org/10.1159/000353541
2014
Wang YD; Shabaninejad M; Armstrong RT; Mostaghimi P, 'Physical Accuracy of Deep Neural Networks for 2D and 3D Multi-Mineral Segmentation of Rock micro-CT Images', , http://arxiv.org/abs/2002.05322v2
Wang YD; Chung T; Armstrong RT; Mostaghimi P, 'ML-LBM: Machine Learning Aided Flow Simulation in Porous Media', , http://arxiv.org/abs/2004.11675v1
Conference Papers
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Yuan M; Jing Y; Wang YD; Armstrong R; Mostaghimi P, 2020, 'A coupled diffusion model for gas transport in tight unconventional reservoirs', in Society of Petroleum Engineers - Abu Dhabi International Petroleum Exhibition and Conference 2020, ADIP 2020, Society of Petroleum Engineers, presented at Abu Dhabi International Petroleum Exhibition & Conference, http://dx.doi.org/10.2118/202616-ms
2020
Rushood IA; Alqahtani N; da Wang Y; Shabaninejad M; Armstrong R; Mostaghimi P, 2020, 'Segmentation of X-ray images of rocks using deep learning', in Proceedings - SPE Annual Technical Conference and Exhibition, Society of Petroleum Engineers, presented at SPE Annual Technical Conference and Exhibition, http://dx.doi.org/10.2118/201282-ms
2020

Enhanced Oil Recovery - 2021

Production Engineering - 2021

Business Practices in the Petroleum Industry - 2020, 2021