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D

David A. Wood

dwa energy limited

64H-index
562Paper Count
1.7WCitation Count
Published Papers 128
Publication Date
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Physics-informed machine learning in petroleum engineering: advances, applications, and future directions
errCommunications in Nonlinear Science and Numerical Simulation
IF3.8
err2026-08-05
err0
PREAI
errShadfar Davoodi; David A. Wood; Mohammed Al-Shargabi; Vladimir Vanovskiy; Valeriy Rukavishnikov; Evgeny Burnaev
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Hybrid deep learning predictions of interfacial tension in hydrogen-brine-cushion-gas systems: Implications for underground hydrogen storage
errFuel
IF7.5
err2026-05-29
err0
PREAI
errPromise Longe; Shadfar Davoodi; Nikita Makarov; David A. Wood; Mohammad Mehrad; Evgeny Burnaev
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Advances in Underground Gas Storage: A Review of Current Practices and Future Prospects
errPetroleum
IF3.5
err2026-04-30
err0
errOAAI
errShadfar Davoodi; Mohammed Al-Shargabi; David A. Wood; Hung Vo Thanh; Nikita Makarov; Mikhail Podgaetsky
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A review of artificial intelligence techniques applied to subsurface oil and gas reservoir simulation
errApplied Soft Computing
IF6.6
err2026-04-17
err0
PREAI
errShadfar Davoodi; Nikita Makarov; David A. Wood; Mohammed Al-Shargabi; Vladimir Vanovskiy; Dmitry Koroteev; Valeriy S. Rukavishnikov; Evgeny Burnaev
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A review of the distinctive spatial and temporal compositions of basalt sequences associated with slow-spreading zones influenced by mantle plumes and their petrogenetic implications
errGeochemistry
IF2.9
err2026-02-01
err0
PREAI
errWood, David A.
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Hybrid-Smart-Water-Polymer for Controlling Water Cut and Scale Formation in Sandstone Reservoirs: Experimental and Field Study
errInternational Journal of Energy Research
IF4.2
err2026-01-01
err0
errOAAI
errBagrezaie, Mohammad Amin; Ahmadi, Yaser; Vaferi, Behzad; Hosseini, Saleh; Wood, David A.
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Microbial reactions at gas–liquid and solid–liquid interfaces in underground hydrogen storage
errAdvances in Colloid and Interface Science
IF19.3
err2025-12-20
err0
PREAI
errGloire Imani; Lei Zhang; Eike Marie Thaysen; David A. Wood; Aliakbar Hassanpouryouzband; Dongyan Fan; Shuaishi Fu; Yongfei Yang; Jun Yao; Hai Sun
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Explainable machine-learning workflow to improve real-time lithofacies identification using mudlogging data from a heterogeneous clastic reservoir sequence
errComputational Geosciences
IF2
err2025-12-15
err0
PREAI
errFetni, Yasmina; Ameur-Zaimeche, Ouafi; Wood, David A.; Heddam, Salim; Al-Mudhafar, Watheq J.; Kechiched, Rabah
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Characterising the Elemental and Radiogenic Isotope Variations of Icelandic Basalts in Terms of Two Globally Relevant Benchmarks
errGeological Journal
IF2.2
err2025-12-01
err2
PREAI
errWood, David A.
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Emerging applications of physics-informed and physics-guided machine learning in geoenergy science: A review
errCommunications in Nonlinear Science and Numerical Simulation
IF3.8
err2025-11-29
err0
PREAI
errShadfar Davoodi; David A. Wood; Mohammed Al-Shargabi; Vladimir Vanovskiy; Valeriy Rukavishnikov; Evgeny Burnaev
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errSave
Hybrid intelligent models for water activity prediction in complex ionic liquid systems
errJournal of Environmental Chemical Engineering
IF7.2
err2025-11-25
err0
PREAI
errShadfar Davoodi; Hung Vo Thanh; David A. Wood; Nikita Makarov; Mohammad Mehrad; Evgeny Burnaev
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Hybrid machine-learning and optimization models for precise determination of pore pressure changes in subsurface reservoirs
errComputational Geosciences
IF2
err2025-11-03
err0
PREAI
errDavoodi, Shadfar; Hung Vo Thanh; Vanovskiy, Vladimir; Wood, David A.; Al-Shargabi, Mohammed; Mehrad, Mohammad
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Performance evaluation of a thermally stable terpolymer drilling fluid additive: Filtration behavior and theoretical rheology modeling
errGeoenergy Science and Engineering
IF4.6
err2025-11-01
err0
PREAI
errDavoodi, Shadfar; Moghaddam, Ali Kariman; Ramazani, S. A. Ahmad; Wood, David A.; Al-Shargabi, Mohammed; Minaev, Konstantin M.
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Walking the Fine Line: Conduction Protection vs Transcatheter Redo Feasibility in Lifelong Management of Aortic Stenosis
errCanadian Journal of Cardiology
IF5.3
err2025-11-01
err0
PREAI
errJulius Jelisejevas; David A. Wood; John G. Webb
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Deep learning schemes for predicting deliverability from different underground gas storage reservoir types
errGas Science and Engineering
IF5.5
err2025-11-01
err0
PREAI
errDavoodi, Shadfar; Thanh, Hung Vo; Wood, David A.; Mehrad, Mohammad; Al-Shargabi, Mohammed; Rukavishnikov, Valeriy S.
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Calibration of Rock Mechanical Models Using Nanoindentation and Borehole Image Logs: A Case Study from the Southern Perth Basin, Western Australia
errGeotechnical and Geological Engineering
IF2
err2025-10-31
err1
PREAI
errJafarzadeh, Najmeh; Rezagholilou, Alireza; Kadkhodaie, Ali; Elyasi, Ayub; Wood, David A.; Makarian, Esmael; Soleimani, Bahman
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A green nanocomposite suppresses asphaltene precipitation in carbonates via multiscale evaluation
errScientific Reports
IF3.9
err2025-10-05
err0
errOAAI
errYaser Ahmadi; David A. Wood
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errSave
Prediction of oil production rate in multiple wells of a producing field applying combined deep–learning and optimization techniques
errFuel
IF7.5
err2025-09-16
err0
PREAI
errNikita Makarov; Mohammed Al-Shargabi; David A. Wood; Evgeny Burnaev; Shadfar Davoodi
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Deriving Credible Reaction Kinetic Distributions from Pyrolysis Analysis of Coals
errThermochimica Acta
IF3.5
err2025-09-05
err0
PREAI
errDavid A. Wood
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Estimation of FMI-derived fracture aperture from conventional petrophysical well logs applying ensemble machine learning methods
errGEOENERGY SCIENCE AND ENGINEERING
IF0
err2025-09-01
err0
PREAI
errVijouyeh, Ali Gholami; Kadkhodaie, Ali; Sedghi, Mohammad Hassanpour; Vijouyeh, Hamed Gholami; Wood, David A.
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Research Directions

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Co-authors
Cooperation Journals
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B
Bart Van der Bruggen
H-index: 85 · Papers: 467
M
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H-index: 63 · Papers: 936
Z
Zhien Zhang
H-index: 62 · Papers: 224
王
王刚 (Gang Wang)
H-index: 61 · Papers: 805
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