Dr Ying Da Wang

https://scholar.google.com/citations?user=dTVGAC0AAAAJ&hl=en#

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

BE(Hons): 2015, UNSW - University Medal

E-mail

yingda.wang@unsw.edu.au

Location

Level 2 Tyree Energy Technologies Building

Book Chapters | 2021

McClure JE; Yin J; Armstrong RT; Maheshwari KC; Wilkinson S; Vlcek L; Da Wang Y; Berrill MA; Rivers M, 2021, 'Toward real-time analysis of synchrotron micro-tomography data: Accelerating experimental workflows with AI and HPC', in Driving Scientific and Engineering Discoveries Through the Convergence of HPC, Big Data and AI, pp. 226 - 239, http://dx.doi.org/10.1007/978-3-030-63393-6_15
Journal articles | 2026

Armstrong RT; Tavakkoli O; Da Wang Y; Li Z; Mostaghimi P; Berg S; Ramstad T; Rücker M; McClure J, 2026, 'Lattice-Boltzmann for Porous Media: 100M+ GPU Hours.', Sci Data, http://dx.doi.org/10.1038/s41597-026-06823-1

Journal articles | 2026

Dheyauldeen A; Wang YD; Tang K; Armstrong RT; Mostaghimi P, 2026, '3D porous media image synthesis using conditional GAN', Computers and Geosciences, 206, http://dx.doi.org/10.1016/j.cageo.2025.106016

Journal articles | 2026

Meyer Q; Wang YD; Niblett D; Mamtaz MRB; Akbar M; Nie Y; Liu S; Lee J; Boillat P; Tang K; Tung P; Mostaghimi P; Armstrong R; Zhao C, 2026, 'Lateral Bypass Flow Fields for High-Performance Flood-Free Hydrogen Fuel Cells', Applied Catalysis B: Environment and Energy, pp. 126713 - 126713, http://dx.doi.org/10.1016/j.apcatb.2026.126713

Journal articles | 2026

Wang T; Tang K; Wang YD; Shapoval A; Mostaghimi P; Armstrong RT, 2026, 'Pore-Scale Exploration of Wettability Impact on Fluid Flow: Micro-CT Imaging and Relative Permeability Analysis in a Sandstone Core', SPE Journal, pp. 1 - 12, http://dx.doi.org/10.2118/232779-pa

Journal articles | 2026

Zheng Q; Tang K; Wang YD; Jackson SJ; Poulet T; Armstrong R; Mostaghimi P, 2026, 'Utilising micro-CT to analyse fluid dynamics in dual-porosity packing systems', Hydrometallurgy, 240, http://dx.doi.org/10.1016/j.hydromet.2025.106606

Journal articles | 2025

Tang K; Armstrong RT; Mostaghimi P; Niu Y; Meyer Q; Zhao C; Finegan DP; Popeil M; Singh K; Menke H; Dimou AP; Bultreys T; Mascini A; Knackstedt M; Da Wang Y, 2025, 'Scaling deep learning for material imaging with a pseudo 3D model for domain transfer', Nature Communications, 16, http://dx.doi.org/10.1038/s41467-025-66449-6

Journal articles | 2025

Tang K; Da Wang Y; Regaieg M; Benoual I; Armstrong RT; Mostaghimi P, 2025, 'Unlocking Sub-Micrometer Features in Carbonate Rocks: A Cascading Super-Resolution Approach for Multiscale Multi-Instrument Carbonate Characterization', Water Resources Research, 61, http://dx.doi.org/10.1029/2025WR040865

Journal articles | 2025

Tang K; Niu Y; Da Wang Y; Robins V; Mostaghimi P; Lindsay M; Armstrong RT, 2025, 'TopoRSNet: A Unique Approach to Maintaining Topological Features for Digital Rock Image Rescaling With Minimal Quality Degradation', Journal of Geophysical Research Machine Learning and Computation, 2, http://dx.doi.org/10.1029/2024JH000557

Journal articles | 2025

Tang K; Su H; Bo Z; Da Wang Y; Mostaghimi P; Armstrong RT, 2025, 'Revealing Transport, Dissolution, and Precipitation Behaviors in Electrokinetic-Geochemical Reaction System at Pore-to-Core Scales', Water Resources Research, 61, http://dx.doi.org/10.1029/2024WR039414

Journal articles | 2025

Tang K; Wang YD; Mostaghimi P; Niu Y; Armstrong RT; Zhang Y; Deakin L; Knuefing L; Knackstedt M, 2025, 'Bridging micro-to-nano scales for metal ore characterization via one-shot super-resolution', Minerals Engineering, 225, http://dx.doi.org/10.1016/j.mineng.2025.109219

Journal articles | 2025

Tavakkoli O; Ebadi M; Da Wang Y; Mostaghimi P; Armstrong RT, 2025, 'Assessment of wetting conditions in quasistatic drainage modeling using a pore morphology method and J-function wettability estimator', International Journal of Multiphase Flow, 183, http://dx.doi.org/10.1016/j.ijmultiphaseflow.2024.105067

Journal articles | 2025

Tavakkoli O; Wang YD; Mostaghimi P; Armstrong RT, 2025, 'A pore morphology-based initializer to accelerate lattice Boltzmann simulations of capillary-dominated flow with variable wettability', Physics of Fluids, 37, http://dx.doi.org/10.1063/5.0285656

Journal articles | 2025

Xi W; Tang K; Wang YD; Jing Y; Esterle J; Regenauer-Lieb K; Evangelista L; Armstrong RT; Mostaghimi P, 2025, 'Enhancing coal seam gas recovery through greenzyme-induced relative permeability optimisation: Helium-driven core flooding experiments and field-scale production simulations', International Journal of Coal Geology, 310, http://dx.doi.org/10.1016/j.coal.2025.104866

Journal articles | 2024

Higgs S; Wang YD; Sun C; Ennis-King J; Jackson SJ; Armstrong RT; Mostaghimi P, 2024, 'Direct measurement of hydrogen relative permeability hysteresis for underground hydrogen storage', International Journal of Hydrogen Energy, 50, pp. 524 - 541, http://dx.doi.org/10.1016/j.ijhydene.2023.07.270

Journal articles | 2024

Tang K; Bo Z; Li Z; Da Wang Y; McClure J; Su H; Mostaghimi P; Armstrong RT, 2024, 'Controlled ion transport in the subsurface: A coupled advection-diffusion-electromigration system', Physics of Fluids, 36, http://dx.doi.org/10.1063/5.0213161

Journal articles | 2024

Wang T; Da Wang Y; Sun C; McClure JE; Mostaghimi P; Armstrong RT, 2024, 'Surface wetting characterization in pore-scale multiphase flow simulations: A Ketton carbonate case study', Geoenergy Science and Engineering, 240, http://dx.doi.org/10.1016/j.geoen.2024.212933

Journal articles | 2024

Wang T; McClure JE; Da Wang Y; Berg S; Chen C; Mostaghimi P; Armstrong RT, 2024, 'Time-And-Space Averaging Applied to Intermittent Multiphase Flow Experiments', Water Resources Research, 60, http://dx.doi.org/10.1029/2023WR036577

Journal articles | 2024

Wang YD; Kearney LM; Blunt MJ; Sun C; Tang K; Mostaghimi P; Armstrong RT, 2024, 'In situ characterization of heterogeneous surface wetting in porous materials', Advances in Colloid and Interface Science, 326, http://dx.doi.org/10.1016/j.cis.2024.103122

Journal articles | 2023

Higgs S; Da Wang Y; Sun C; Ennis-King J; Jackson SJ; Armstrong RT; Mostaghimi P, 2023, 'Comparative analysis of hydrogen, methane and nitrogen relative permeability: Implications for Underground Hydrogen Storage', Journal of Energy Storage, 73, http://dx.doi.org/10.1016/j.est.2023.108827

Journal articles | 2023

Meyer Q; Liu S; Ching K; Da Wang Y; Zhao C, 2023, 'Operando monitoring of the evolution of triple-phase boundaries in proton exchange membrane fuel cells', Journal of Power Sources, 557, http://dx.doi.org/10.1016/j.jpowsour.2022.232539

Journal articles | 2023

Mostaghimi P; Wang YD; Chung T; Armstrong R, 2023, 'Application of machine learning in predicting flow and transport in porous media', , http://dx.doi.org/10.5194/egusphere-egu23-4072

Journal articles | 2023

Tang K; Li Z; Da Wang Y; McClure J; Su H; Mostaghimi P; Armstrong RT, 2023, 'A Pore-Scale Model for Electrokinetic In situ Recovery of Copper: The Influence of Mineral Occurrence, Zeta Potential, and Electric Potential', Transport in Porous Media, 150, pp. 601 - 626, http://dx.doi.org/10.1007/s11242-023-02023-2

Journal articles | 2023

Tang K; Wang YD; Niu Y; Honeyands TA; Dea DO; Mostaghimi P; Armstrong RT; Knackstedt M, 2023, 'Particle classification of iron ore sinter green bed mixtures by 3D X-ray microcomputed tomography and machine learning', Powder Technology, 415, http://dx.doi.org/10.1016/j.powtec.2022.118151

Journal articles | 2023

Wang YD; Meyer Q; Tang K; McClure JE; White RT; Kelly ST; Crawford MM; Iacoviello F; Brett DJL; Shearing PR; Mostaghimi P; Zhao C; Armstrong RT, 2023, 'Large-scale physically accurate modelling of real proton exchange membrane fuel cell with deep learning', Nature Communications, 14, http://dx.doi.org/10.1038/s41467-023-35973-8

Journal articles | 2022

Alqahtani NJ; Niu Y; Wang YD; Chung T; Lanetc Z; Zhuravljov A; Armstrong RT; Mostaghimi P, 2022, 'Super-Resolved Segmentation of X-ray Images of Carbonate Rocks Using Deep Learning', Transport in Porous Media, 143, pp. 497 - 525, http://dx.doi.org/10.1007/s11242-022-01781-9

Journal articles | 2022

Ebadi M; Armstrong RT; Mostaghimi P; Wang YD; Alqahtani N; Amirian T; James LA; Parmar A; Zahra D; Hamze H; Koroteev D, 2022, 'Predictive Soft Computing Methods for Building Digital Rock Models Verified by Positron Emission Tomography Experiments', Water Resources Research, 58, http://dx.doi.org/10.1029/2021WR031814

Journal articles | 2022

Higgs S; Da Wang Y; Sun C; Ennis-King J; Jackson SJ; Armstrong RT; Mostaghimi P, 2022, 'In-situ hydrogen wettability characterisation for underground hydrogen storage', International Journal of Hydrogen Energy, 47, pp. 13062 - 13075, http://dx.doi.org/10.1016/j.ijhydene.2022.02.022

Journal articles | 2022

Tang K; Da Wang Y; McClure J; Chen C; Mostaghimi P; Armstrong RT, 2022, 'Generalizable Framework of Unpaired Domain Transfer and Deep Learning for the Processing of Real-Time Synchrotron-Based X-Ray Microcomputed Tomography Images of Complex Structures', Physical Review Applied, 17, http://dx.doi.org/10.1103/PhysRevApplied.17.034048

Journal articles | 2022

Tang K; Meyer Q; White R; Armstrong RT; Mostaghimi P; Da Wang Y; Liu S; Zhao C; Regenauer-Lieb K; Tung PKM, 2022, 'Deep learning for full-feature X-ray microcomputed tomography segmentation of proton electron membrane fuel cells', Computers and Chemical Engineering, 161, http://dx.doi.org/10.1016/j.compchemeng.2022.107768

Journal articles | 2022

Tang K; Wang YD; Mostaghimi P; Knackstedt M; Hargrave C; Armstrong RT, 2022, 'Deep convolutional neural network for 3D mineral identification and liberation analysis', Minerals Engineering, 183, http://dx.doi.org/10.1016/j.mineng.2022.107592

Journal articles | 2021

Alqahtani NJ; Chung T; da Wang Y; Armstrong RT; Swietojanski P; Mostaghimi P, 2021, 'Flow-based characterization of digital rock images using deep learning', SPE Journal, 26, pp. 1800 - 1811, http://dx.doi.org/10.2118/205376-PA

Journal articles | 2021

Chung T; Wang YD; Armstrong RT; Mostaghimi P, 2021, 'Minimising the impact of sub-resolution features on fluid flow simulation in porous media', Journal of Petroleum Science and Engineering, 207, http://dx.doi.org/10.1016/j.petrol.2021.109055

Journal articles | 2021

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, 15, http://dx.doi.org/10.1103/PhysRevApplied.15.064033

Journal articles | 2021

Wang YD; Blunt MJ; Armstrong RT; Mostaghimi P, 2021, 'Deep learning in pore scale imaging and modeling', Earth Science Reviews, 215, http://dx.doi.org/10.1016/j.earscirev.2021.103555

Journal articles | 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, 138, pp. 49 - 75, http://dx.doi.org/10.1007/s11242-021-01590-6

Journal articles | 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, 150, http://dx.doi.org/10.1016/j.advwatres.2021.103883

Journal articles | 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, 104, http://dx.doi.org/10.1016/j.asoc.2021.107185

Journal articles | 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, 195, http://dx.doi.org/10.1016/j.petrol.2020.107885

Journal articles | 2020

Chung T; Da Wang Y; Armstrong RT; Mostaghimi P, 2020, 'CNN-PFVS: Integrating Neural Network and Finite Volume Models to Accelerate Flow Simulation on Pore Space Images', Transport in Porous Media, 135, pp. 25 - 37, http://dx.doi.org/10.1007/s11242-020-01466-1

Journal articles | 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, 184, http://dx.doi.org/10.1016/j.petrol.2019.106577

Journal articles | 2020

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, 47, http://dx.doi.org/10.1029/2020GL089029

Journal articles | 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, 146, http://dx.doi.org/10.1016/j.advwatres.2020.103787

Journal articles | 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, 56, http://dx.doi.org/10.1029/2019WR026052

Journal articles | 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, 401, http://dx.doi.org/10.1016/j.jcp.2019.108966

Journal articles | 2020

Wang YD; Chung T; Armstrong RT; Mostaghimi P, 2020, 'ML-LBM: Machine Learning Aided Flow Simulation in Porous Media', , http://arxiv.org/abs/2004.11675v1

Journal articles | 2020

Wang YD; Shabaninejad M; Armstrong RT; Mostaghimi P, 2020, 'Physical Accuracy of Deep Neural Networks for 2D and 3D Multi-Mineral Segmentation of Rock micro-CT Images', , http://arxiv.org/abs/2002.05322v2

Journal articles | 2019

Chung T; Wang YD; Armstrong RT; Mostaghimi P, 2019, 'Approximating permeability of microcomputed-tomography images using elliptic flow equations', SPE Journal, 24, pp. 1154 - 1163, http://dx.doi.org/10.2118/191379-PA

Journal articles | 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, 182, http://dx.doi.org/10.1016/j.petrol.2019.106261

Journal articles | 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, 126, pp. 1 - 14, http://dx.doi.org/10.1016/j.advwatres.2019.02.002

Journal articles | 2018

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, 162, pp. 309 - 324, http://dx.doi.org/10.1016/j.petrol.2017.12.055

Journal articles | 2006

Jiang X; Klimovich V; Arunkumar AI; Hysinger EB; Wang Y; Ott RD; Guler GD; Weiner B; Chazin WJ; Fanning E, 2006, 'Structural mechanism of RPA loading on DNA during activation of a simple pre-replication complex', EMBO JOURNAL, 25, pp. 5516 - 5526, http://dx.doi.org/10.1038/sj.emboj.7601432

Journal articles | 2006

Wang Y; Oeser JK; Yang C; Sarkar S; Hackl SI; Hasty AH; McGuinness OP; Paradee W; Hutton JC; Powell DR; O'Brien RM, 2006, 'Deletion of the gene encoding the ubiquitously expressed glucose-6-phosphatase catalytic subunit-related protein (UGRP)/glucose-6-phosphatase catalytic subunit-beta results in lowered plasma cholesterol and elevated glucagon', JOURNAL OF BIOLOGICAL CHEMISTRY, 281, pp. 39982 - 39989, http://dx.doi.org/10.1074/jbc.M605858200
Conference Papers | 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 SPE Annual Technical Conference Proceedings, http://dx.doi.org/10.2118/201282-MS

Conference Papers | 2020

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, http://dx.doi.org/10.2118/202616-ms

Preprints | 2019

Wang YD; Armstrong R; Mostaghimi P, 2019, Super Resolution Convolutional Neural Network Models for Enhancing Resolution of Rock Micro-CT Images, http://dx.doi.org/10.1016/j.petrol.2019.106261

Preprints | 2019

Wang YD; Armstrong RT; Mostaghimi P, 2019, Boosting Resolution and Recovering Texture of micro-CT Images with Deep Learning, http://dx.doi.org/10.1029/2019WR026052

Conference Papers | 2007

Martin CC; Flemming BP; Wang Y; Oeser JK; O'Brien RM, 2007, 'Islet-enriched transcription factors synergistically activate transcription of the gene encoding the autoantigen IGRP', in DIABETES, AMER DIABETES ASSOC, IL, Chicago, pp. A430 - A430, presented at 67th Annual Meeting of the American-Diabetes-Association, IL, Chicago, 22 June 2007 - 26 June 2007, https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000246930203016&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1

Conference Papers | 2006

Wang Y; Oeser JK; Yang C; Sarkar S; Hunter SI; Hasty AH; McGuinness OP; Paradee W; Hutton JC; Powell DR; O'Brien RM, 2006, 'Deletion of the gene encoding the ubiquitously expressed glucose(6-phosphatase catalytic subunit-related protein (UGRP)/G6Pase-beta impairs endogenous glucose production', in DIABETES, AMER DIABETES ASSOC, DC, Washington, pp. A353 - A353, presented at 66th Annual Meeting of the American-Diabetes-Association, DC, Washington, 09 June 2006 - 13 June 2006, https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000238055802152&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1

My Teaching

Enhanced Oil Recovery - 2021

Production Engineering - 2021

Business Practices in the Petroleum Industry - 2020, 2021

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