Upscaling: a review

Cited by (366)

Items 201–300 of 366

1. Adaptive Local-Global VCMP Methods for Coarse-Scale Reservoir Modeling
   T. Chen, Margot G. Gerritsen, Louis J. Durlofsky, James V. Lambers · 2009 · SPE Reservoir Simulation Conference
2. Multipoint Flux Approximations via Upscaling
   R. Potsepaev, Chris L. Farmer, Anthony J. FitzPatrick · 2009 · SPE Reservoir Simulation Conference
3. Assessment of the value of microgravity to estimate the principal directions of the anisotropic transmissivity of aquifers from pumping tests: A study using a Hough transform based automatic algorithm
   José Paulino Fernández-Álvarez, Andrés González-Quirós, David Rubio-Melendi · 2016 · Journal of Applied Geophysics
4. Fast Upscaling of the Hydraulic Conductivity of Three-Dimensional Fractured Porous Rock for Reservoir Modeling
   Tawfik Rajeh, Rachid Ababou, Manuel Marcoux, Israel Cañamón · 2019 · Mathematical Geosciences
5. Evaluation of Upscaling Approaches for the Amellago Carbonate Outcrop Model
   Ching-Hsien Liu, Krishna Chaitanya Nunna, Imroj Syed, Micháel J. King · 2019 · EAGE Conference and Exhibition incorporating SPE EUROPEC
6. Comparison of Upscaling Methods in a Heterogeneous Carbonate Model
   Alireza Kazemi, Dana Serikovna Shaikhina, Gillian Elizabeth Pickup, Patrick William Michael Corbett · 2012 · EAGE Conference and Exhibition incorporating SPE EUROPEC
7. An Analysis of Unsteady Flooding Processes: Varying Force Balance and the Applicability of Steady-State Upscaling
   Sindre T. Hilden, Carl Fredrik Berg · 2016 · Transport in Porous Media
8. Upscaling of two-phase discrete fracture simulations using a convolutional neural network
   Nikolai Andrianov · 2022 · Computational Geosciences
9. Upscaling Petrophysical Properties
   Knut‐Andreas Lie · 2019 · Cambridge University Press eBooks
10. Upscaling of Realistic Discrete Fracture Simulations Using Machine Learning
    Nikolai Andrianov · 2021 · SPE Reservoir Simulation Conference
11. Machine learning assisted two-phase upscaling for large-scale oil-water system
    Yanji Wang, Hangyu Li, Jianchun Xu, Shuyang Liu, Qizhi Tan, Xiaopu Wang · 2023 · Applied Energy
12. Inexact linear solvers for control volume discretizations in porous media
    Eirik Keilegavlen, Jan Martin Nordbotten · 2014 · Computational Geosciences
13. Detailed Near-Well Darcy-Forchheimer Flow Modeling and Upscaling on Unstructured 3D Grids
    Mohammad Karimi-Fard, Louis J. Durlofsky · 2009 · SPE Reservoir Simulation Conference
14. Modeling and simulation of multiphase flow in highly fractured porous media with a data-driven multiscale approach
    Juan M. Giménez, Sergio Rodolfo Idelsohn, Eugenio Oñate · 2025 · Computational Mechanics
15. Deep learning surrogate for predicting hydraulic conductivity tensors from stochastic discrete fracture-matrix models
    Martin Špetlík, Jan Březina, Eric Laloy · 2024 · Computational Geosciences
16. Designing emerging technologies taking into account upscaling
    Lucas Riondet, Maud Rio, Véronique P. Bernardet, Peggy Zwolinski · 2024 · Design Science
17. A Semianalytical Method to Fast Delineate Seawater‐Freshwater Interface in Two‐Dimensional Heterogeneous Coastal Aquifers
    Saubhagya Singh Rathore, Chunhui Lu, Jian Luo · 2020 · Water Resources Research
18. Artificial Intelligent in Upstream Oil and Gas Industry: A Review of Applications, Challenges and Perspectives
    Abdelhamid Kenioua, Touat Brahim Ammar, Kenioua Laid · 2022 · Lecture notes in networks and systems
19. Field Applications of a Multi-Scale Multi-Physics History Matching Approach
    Morteza Khodabakhshi, Behnam Jafarpour, Micháel J. King · 2015 · SPE Reservoir Simulation Conference
20. Simulation of Waterflooding with Coarse-Scale Dual-Porosity Representation of Highly Heterogeneous Reservoirs
    Mohammad Evazi Yadecuri, Kristian Jessen · 2013 · SPE Western Regional Meeting
21. Challenges and Solutions in Global-Flow-Based Scaleup of Permeability: Isolated Flow Bodies
    Matthew T. Stone, Xiaohui Wu, Rossen R. Parashkevov, Stephen Lincoln Lyons · 2007 · SPE Reservoir Simulation Conference
22. Time-of-flight (TOF)-based two-phase upscaling for subsurface flow and transport
    Yuguang Chen, Yan Li, Yalchin R. Efendiev · 2013 · Advances in Water Resources
23. Inference of Global Reservoir Connectivity from Static Pressure Data with Fast Coarse-Scale Simulation Models
    Morteza Khodabakhshi, Behnam Jafarpour, Micháel J. King · 2018 · Mathematical Geosciences
24. Upscaling and Downscaling with an Effective Medium Theory, Applied to Heterogeneous Reservoir
    G. K. Brouwer, Peter A. Fokker · 2013 · EAGE Conference and Exhibition incorporating SPE EUROPEC
25. High Resolution Geostatistics on Coarse Unstructured Flow Grids
    Guillaume Caumon, Olivier Grosse, J. L. Mallet · 2005 · Quantitative geology and geostatistics
26. Development and Application of Upscaling Techniques for Modeling Near-Well Flow in Heterogeneous Reservoirs
    Yuguang Chen, A. Bernath, Himansu Rai, Pierre Muron · 2009 · SPE Annual Technical Conference and Exhibition
27. Flow-based Grid Coarsening for Transport Simulations
    Vera Louise Hauge, Knut‐Andreas Lie, Jostein R. Natvig · 2010 · Proceedings
28. Two-scale extensions for non-periodic coefficients
    Vsevolod Laptev · 2005 · arXiv (Cornell University)
29. Scope of TOUGH2 and open-DARTS for the simulation of transport in porous-fractured media: an application to enhanced geothermal systems
    Luis A. García-Navarrete, Fernando J. Guerrero, Edgar Santoyo · 2025 · Geoenergy Science and Engineering
30. Stable Multipoint Flux Approximation (MPFA) scheme for anisotropic porous media
    Pijus Makauskas, Mayur Pal · 2025 · Alexandria Engineering Journal
31. Modeling and discretization of flow in porous media with thin, full‐tensor permeability inclusions
    Michele Starnoni, Inga Berre, Eirik Keilegavlen, Jan Martin Nordbotten · 2021 · International Journal for Numerical Methods in Engineering
32. An efficient analytical approach for steady-state upscaling of relative permeability and capillary pressure
    Qinzhuo Liao, Gensheng Li, Shouceng Tian, Xianzhi Song, Gang Lei, Xu Liu, Weiqing Chen, Shirish L. Patil · 2023 · Energy
33. Accelerated CCS site screening using Fourier Neural Operator based surrogates for flow simulations
    Suraj A. Pawar, Aniruddha Panda, Anirban Chandra, Pandu Devarakota, Faruk Omer Alpak, Jeroen R. Snippe, Detlef Hohl · 2026 · International journal of greenhouse gas control
34. The effects of control‐volume distributed multi‐point flux approximation (CVD‐MPFA) on upscaling—A study using the CVD‐MPFA schemes
    Mayur Pal, Michael G. Edwards · 2010 · International Journal for Numerical Methods in Fluids
35. Field guidelines
    M. Rafiqul Islam · 2021 · Elsevier eBooks
36. Simulation of end-member scenarios of density-driven flow: prediction of dolostone geobody dimensions using COMSOL
    Mayur Pal, Conxita Taberner, Christian Tueckmantel · 2014 · Geological Society London Special Publications
37. Families of control-volume distributed CVD (MPFA) finite volume schemes for the porous medium pressure equation on structured and unstructured grids
    Mayur Pal · 2007
38. A Multipoint Multiscale Modeling Method for Solid-based Thermal Reactive Flow, with Application to the In-situ Conversion Process
    Hangyu Li, Jeroen C. Vink, Faruk Omer Alpak · 2015 · SPE Reservoir Simulation Conference
39. Performance of combined vorticity-based gridding and dual mesh method for gravity dominated reservoir flows
    Bahar Firoozabadi, Mohammad Ali Ashjari · 2009 · Journal of Petroleum Science and Engineering
40. Application and Validation of an Upscaling Method for Unsaturated Water Flow Processes in Heterogeneous Soils
    Na Li, Li Ren, Xingye Yue · 2015 · Vadose Zone Journal
41. Groundwater flow and transport
    Jesús Carrera, Simon A. Mathias · 2010 · Cambridge University Press eBooks
42. Simultaneous upscaling of two properties of reservoirs in one dimension using adaptive bandwidth in kernel function method
    Reza Azad MOHAMMAD, Kamkar Rouhani Abolghasem, Behzad Tokhmechi, Arashi MOHAMMAD, Ehsan Baratnezhad · 2019 · Petroleum Exploration and Development
43. Multiresolution simultaneous upscaling of two features of the reservoir using the bandwidth of the kernel function and wavelet transformation
    Mohammad-Reza Azad, Abolghasem Kamkar Rouhani, Behzad Tokhmechi, ‎M‎ohammad Arashi · 2019 · Journal of Petroleum Science and Engineering
44. The Application of Machine Learning Algorithm in Relative Permeability Upscaling for Oil-Water System
    Yanji Wang, Hangyu Li, Ji Tian, Ling Fan, Jianchun Xu · 2021 · International Petroleum Technology Conference
45. A hierarchical finite element Monte Carlo method for stochastic two-scale elliptic equations
    Donald L. Brown, Viêt Hà Hòang · 2017 · Journal of Computational and Applied Mathematics
46. A new technique for evaluating coarse grids based on flow thresholding
    Pinggang Zhang, Gillian Elizabeth Pickup, Michael Andrew Christie · 2007 · Petroleum Geoscience
47. Relative permeability upscaling for heterogeneous reservoir models
    Mohamed Ali Gomaa Fouda · 2016
48. An upscaling method using coefficient splitting and its applications to elliptic PDEs
    Xinguang He, Lijian Jiang · 2013 · Computers & Mathematics with Applications
49. Upscaling for Full-Physics Models of CO2 Injection Into Saline Aquifers
    Yanji Wang, Yan Jin, Huiwen Pang, Botao Lin · 2025 · SPE Journal
50. Multiscale method for simulating two and three-phase flow in porous media
    Mayur Pal, Sadok Lamine, Knut‐Andreas Lie, Stein Krogstad · 2013 · SPE Reservoir Simulation Conference
51. Extended Dual Mesh Method with applications in two-phase flow in heterogeneous porous media
    Adedimeji A. Adeyemi, Abeeb A. Awotunde, Qinzhuo Liao, Kishore K. Mohanty, Shirish L. Patil · 2021 · Journal of Petroleum Science and Engineering
52. Stable Multipoint Flux Approximation (MPFA) Saturation Solution for Two-Phase Flow on Non-K-Orthogonal Anisotropic Porous Media
    Pijus Makauskas, Mayur Pal · 2025 · Technologies
53. Linear estimation of flux sensitivity to uncertainty in porous media
    A. J. Evans, Colm-cille P. Caulfield, Andrew W. Woods · 2015 · Journal of Fluid Mechanics
54. Two‐scale conjugate heat transfer solution for micro‐structured surface
    Liangzhao He · 2023 · International Journal for Numerical Methods in Fluids
55. Macroscopic and microscopic deformation coupling in up‐sampled cloth simulation
    Shunsuke Saito, Nobuyuki Umetani, Shigeo Morishima · 2014 · Computer Animation and Virtual Worlds
56. Wavelet-based upscaling of advection equations
    Véra Pancaldi, Peter R. King, Kim Christensen · 2008 · Physica A Statistical Mechanics and its Applications
57. Upscaling methods for a class of convection–diffusion equations with highly oscillating coefficients
    Weibing Deng, Ji Gu, Jianmin Huang · 2008 · Journal of Computational Physics
58. Optimization-based Upscaling for Two-Phase Flow Through Porous Media: Structured Grid Generation
    Davood Khoozan, Bahar Firoozabadi · 2015 · Transport in Porous Media
59. Adaptive Local-global Multiscale Simulation of the In-situ Conversion Process
    Faruk Omer Alpak, Jeroen C. Vink · 2015 · SPE Reservoir Simulation Conference
60. A priori error estimation of upscaled coarse grids for water‐flooding process
    Davood Khoozan, Bahar Firoozabadi · 2016 · The Canadian Journal of Chemical Engineering
61. Deep learning-based upscaling for reservoir models on corner-point grids via finite-volume physics-informed Fourier neural operator
    Jing-Qi Lin, Xia Yan, Kai Zhang, Qi Zhang, Zhao Zhang, Liming Zhang, Piyang Liu · 2026 · Petroleum Science
62. Upscaling permeability to unstructured grids using the multipoint flux approximation
    John G. Manchuk, Martin J. Mlacnik, Clayton Vernon Deutsch · 2012 · Petroleum Geoscience
63. Preserving vorticity improves the accuracy of multiscale solvers
    H. Ali Marefat, Muhammad A. Ashjari Aghdam, Knut‐Andreas Lie · 2019 · Journal of Petroleum Science and Engineering
64. Integrated multi-scale reservoir data representation and indexing for reservoir data management and characterization
    Fangyu Li, Chaoli Gao, Yanqin Liu, Kailang Huang, Pan Mao, Xi Chen, Yaoli Yuan · 2020 · Computers & Geosciences
65. A dynamic coarsening approach to immiscible multiphase flows in heterogeneous porous media
    N. Dashtbesh, Guillaume Enchéry, B. Nœtinger · 2021 · Journal of Petroleum Science and Engineering
66. Heterogeneity Modeling and Heterogeneity-Based Upscaling for Reservoir Characterization and Simulation
    Medet Madalimov, D. Li, Byron Haynes, Bakyt Yergaliyeva, Yerkinbek Dair, I. T. Ehighebolo, Corneliu-Liviu Ionescu · 2023 · SPE Annual Caspian Technical Conference and Exhibition
67. A dual-model dual-grid upscaling method for solid-based thermal-reactive-compositional flow simulations in fractured oil shale reservoirs
    Qi-Zhi Tan, Shuyang Liu, Yanji Wang, Hangyu Li, Junrong Liu, Wenyue Sun · 2025 · Petroleum Science
68. Regional-Scale Subsurface Modeling
    Inga Berre, Paola Francesca Antonietti, Rainer Helmig, Marc A. Hesse, Jan Martin Nordbotten · 2025 · InterPore Journal
69. Darcy Flow, Multigrid, and Upscaling
    James M. Rath · 2006 · Kluwer Academic Publishers eBooks
70. Upscaling of Permeability Field of Fractured Rock System: Numerical Examples
    Kai Bao, Amgad Salama, Shuyu Sun · 2012 · Journal of Applied Mathematics
71. Multiscale Method for Two and Three-phase Flow Simulation in Subsurface Petroleum Reservoirs
    Mayur Pal, Sadok Lamine, Knut‐Andreas Lie, Stein Krogstad · 2012 · Proceedings
72. Multiphase, 3-D Flow Simulation With Integrated Upscaling, MPFA Discretization, and Adaptivity
    James V. Lambers, Margot G. Gerritsen, Daniele Fragola · 2009 · SPE Reservoir Simulation Conference
73. Dynamic Upscaling of Multiphase Flow in Porous Media via Adaptive Reconstruction of Fine Scale Variables
    S. H. Lee, X. Wang, Hua Zhou, Hamdi A. Tchelepi · 2009 · SPE Reservoir Simulation Conference
74. A Dirichlet Neumann Representation Method for Simulating Flow in Reservoirs
    Yahan Yang, Dachang Li, Rossen R. Parashkevov, Xiaohui Wu, Adam K. Usadi · 2011 · SPE Reservoir Simulation Conference
75. Advanced Upscaling For Kashagan Reservoir Modelling
    Paola Panfili, A. Cominelli, Marica Calabrese, Cristian Albertini, A.. Savitskiy, G. Leoni · 2011 · SPE Annual Technical Conference and Exhibition
76. Deterministic homogenization for media with barriers
    Vsevolod Laptev · 2014 · Discrete and Continuous Dynamical Systems - S
77. Upscaling and simulation of composite gas reservoirs with thin-interbedded shale and tight sandstone
    Xiaolong Peng, Mingwei Wang, Zhimin Du, Baosheng Liang, Fei Mo · 2016 · Journal of Natural Gas Science and Engineering
78. A Fast Algorithm for the Estimation of the Equivalent Permeability in Heterogeneous Formations
    Qinzhuo Liao · 2018 · SPE Kingdom of Saudi Arabia Annual Technical Symposium and Exhibition
79. Development, impact and longevity of fractures in magmatic, volcanic and geothermal systems
    AL Lamur · 2018 · University of Liverpool
80. Determination of optimal bandwidth in upscaling process of reservoir data using kernel function bandwidth
    Mohammad-Reza Azad, A. Kamkar Rouhani, Behzad Tokhmechi, ‎M‎ohammad Arashi · 2019 · Journal of mining and environment
81. Hybrid approach to predict the permeability in heterogeneous reservoirs
    Carlos Gilberto Aguilar-Madera, Gilberto Espinosa-Paredes, Erik César Herrera-Hernández · 2022 · Petroleum Science and Technology
82. Differences in the Upscaling Procedure for Compositional Reservoir Simulations of Immiscible and Miscible Gas Flooding
    V. S. Rios, Arne Skauge, Ken Stuart Sorbie, Gang Wang, Denis José Schiozer, Luiz Otávio Schmall dos Santos · 2021 · SPE Reservoir Simulation Conference
83. A Quantitative and Qualitative Comparison of Coarse Grid Generation Techniques for Numerical Simulation of Flow in Heterogeneous Porous Media
    P. Mostaghimi Qomi, Hassan Mahani, Bahar Firoozabadi · 2009 · SPE Reservoir Simulation Conference
84. Scale Issues
    Dennis Lee Corwin, Keith Loague · 2006 · CRC Press eBooks
85. Sector modeling using iterative boundary pressure estimation
    UNICAMP, C. E. A. G. Barreto, Guilherme Daniel Avansi, Denis José Schiozer · 2021 · Journal of the Brazilian Society of Mechanical Sciences and Engineering
86. Learnable stability-aware computational grid coarsening for accelerating physics simulations
    Alexander A. Ryabov, Viacheslav Naumov, Sergei Shumilin, Nikolay B. Yavich, Sayan Ranu, N. M. Anoop Krishnan, Evgeny Burnaev, Vladimir Vanovskiy · 2026 · Machine Learning Science and Technology
87. Quantifying the Uncertainty of the 3D Evolution of CO2-Mass and Pressure Plumes for Site Screening Applications with Physics-Informed Fourier Neural Operators
    Suraj A. Pawar, Anirban Chandra, Aniruddha Panda, Faruk Omer Alpak, Jeroen R. Snippe, Pandu Devarakota, Marius K. Koch, Detlef Hohl · 2026 · SPE Journal
88. Extended Dual Porosity/Dual Permeability Model for Fluid Flow in Reservoirs with Multiscale Complex Fracture Networks
    Ismael Vasconcelos, Deane Mesquita Roehl, Cristian Mejia, Julio Rueda, Carlos Augusto Teixeira Mendes · 2026 · Rock Mechanics and Rock Engineering
89. Development and Application of Near-Well Multiphase Flow Upscaling for Forecasting of Heavy Oil Primary Production
    Hangyu Li, Yuguang Chen, Danny Rojas, Mridul Kumar · 2013 · SPE Western Regional Meeting
90. Upscaling the Girassol Field: Comparative Tests and Impact of Near-Well Upscaling
    Didier Yu Ding, Vincent Artus, F. Roggero, Philippe Berthet · 2007 · All Days
91. Bounds on Quantities of Physical Interest
    M. A. Wakefield · 2003
92. Triple mesh methods and their application to two-phase flow in porous media
    Adedimeji A. Adeyemi, Abeeb A. Awotunde, Shirish L. Patil, Mohamed Mahmoud, Abdullah S. Sultan, Kishore K. Mohanty · 2022 · Journal of Petroleum Science and Engineering
93. A Novel Upscaling Method for the In-Situ Conversion Process
    Qizhi Tan, Yanji Wang, Hangyu Li, Shuyang Liu, Jianchun Xu · 2023 · SPE Journal
94. Multiscale geomechanical modeling taking into account the evolution of the microstructure of the geological media
    Anatoly Viktorovich Vershinin, Konstantin Moiseevich Zingerman, Vladimir Anatol’evich Levin, Yurii P. Stefanov, M. Ya. Yakovlev · 2024 · Russian Journal of geophysical technologies
95. A machine learning assisted upscaling method for the Arrhenius kinetic model, with application to the in-situ conversion process
    Qizhi Tan, Hangyu Li, Shuyang Liu, Junrong Liu, Jianchun Xu, Wenyue Sun, Xiaopu Wang, Pan Wang, Jingmin Zhang · 2024 · Fuel
96. Multi-level data assimilation for ocean forecasting using the shallow-water equations
    Florian Beiser, Håvard Heitlo Holm, Kjetil Olsen Lye, Jo Eidsvik · 2025 · Journal of Computational Physics
97. Effective Two-Phase Flow Models Including Trapping Effects at the Micro Scale
    C.J. van Duijn, Hartmut Eichel, Rainer Helmig, I. Pop · 2007 · Mathematics in industry
98. A coupled permeability thresholding with effective medium theory upscaling technique for highly heterogeneous reservoirs
    Chibuzo Cosmas Nwanwe, Peter A. Fokker · 2020 · Journal of Petroleum Science and Engineering
99. Mathematical Models for Single-Phase Flow
    Knut‐Andreas Lie · 2019 · Cambridge University Press eBooks
100. Mathematical Models for Multiphase Flow
     Knut‐Andreas Lie · 2019 · Cambridge University Press eBooks