Oleg Volkov
Sr Res Scientist-Physical
Energy Science & Engineering
Bio
Dr. Volkov has over sixteen years of experience in constrained optimization applied research.
After receiving his M.Sc. degree in Mechanical Engineering (Ecole Polytechnique de Montreal) and
a Ph.D. degree in Applied Mathematics (University of Montreal), he then worked on industrial
contracts related to the optimal control of phase transition systems and optimal design of porous
media. Subsequently, Dr. Volkov served a one-year fixed term at the rank of an Assistant Professor
in Physics at St. Francis Xavier University in Nova Scotia. His current research interests include
the implementation and refinement of gradient-based optimization methods in application to hydrocarbon
field development.
Academic Appointments
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Sr Res Scientist-Physical, Energy Science & Engineering
All Publications
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Optimization of Subsurface Flow Operations Using a Dynamic Proxy Strategy
MATHEMATICAL GEOSCIENCES
2022
View details for DOI 10.1007/s11004-022-10020-2
View details for Web of Science ID 000859792000002
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Effective treatment of geometric constraints in derivative-free well placement optimization
JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING
2022; 215
View details for DOI 10.1016/j.petrol.2022.110635
View details for Web of Science ID 000809640600002
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Multigroup strategy for well control optimization
JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING
2022; 214
View details for DOI 10.1016/j.petrol.2022.110448
View details for Web of Science ID 000793571000003
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A two-stage optimization strategy for large-scale oil field development
OPTIMIZATION AND ENGINEERING
2021
View details for DOI 10.1007/s11081-020-09591-y
View details for Web of Science ID 000608104400001
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Reduced-Order Modeling of Coupled Flow and Quasistatic Geomechanics
SOC PETROLEUM ENG. 2020: 326–46
View details for Web of Science ID 000576059800018
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Gradient-based Pareto optimal history matching for noisy data of multiple types
COMPUTATIONAL GEOSCIENCES
2018; 22 (6): 1465–85
View details for DOI 10.1007/s10596-018-9766-0
View details for Web of Science ID 000451222500005
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Joint optimization of economic project life and well controls
SPE Journal
2018; 23 (2): 482-497
View details for DOI 10.2118/182642-PA
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Gradient-based constrained well placement optimization
Journal of Petroleum Science and Engineering
2018; 171: 1052-1066
View details for DOI 10.1016/j.petrol.2018.08.033
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Gradient-based production optimization with simulation-based economic constraints
SPRINGER. 2017: 1385–1402
View details for DOI 10.1007/s10596-017-9634-3
View details for Web of Science ID 000415817200035
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Joint optimization of economic project life and well controls
SPE Reservoir Simulation Conference
SPE-182642-MS. 2017
View details for DOI 10.2118/182642-MS
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Effect of time stepping strategy on adjoint-based production optimization
COMPUTATIONAL GEOSCIENCES
2016; 20 (3): 707-722
View details for DOI 10.1007/s10596-015-9528-1
View details for Web of Science ID 000376252400022
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Comprehensive framework for gradient-based optimization in closed-loop reservoir management
COMPUTATIONAL GEOSCIENCES
2015; 19 (4): 877-897
View details for DOI 10.1007/s10596-015-9496-5
View details for Web of Science ID 000361462400012
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Advanced strategies of forward simulation for adjoint-based optimization
SPE Reservoir Simulation Symposium
SPE-163592-MS. 2013
View details for DOI 10.2118/163592-MS
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Development of efficient constraint-handling approaches for well placement optimization
ECMOR XVI - 16th European Conference on the Mathematics of Oil Recovery
2018
View details for DOI 10.3997/2214-4609.201802247