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Journal Articles

Augmenting Deep Residual Surrogates with Fourier Neural Operators for Rapid Two-Phase Flow and Transport Simulations

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Faruk O. Alpak, Janaki Vamaraju, James W. Jennings, Jr., Suraj Pawar, Pandu Devarakota, Detlef Hohl
Journal: SPE Journal
Publisher: Society of Petroleum Engineers (SPE)
SPE J. 28 (06): 2982–3003.
Paper Number: SPE-217441-PA
https://doi.org/10.2118/217441-PA
Published: 13 December 2023
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View articletitled, Augmenting Deep Residual Surrogates with Fourier Neural Operators for Rapid Two-Phase Flow and Transport Simulations
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Proceedings Papers

Efficient subsurface carbon storage modeling with Fourier neural operator

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Suraj Pawar, Pandu Devarakota, Faruk O. Alpak, Jeroen Snippe, Detlef Hohl
Paper presented at the SEG/AAPG International Meeting for Applied Geoscience & Energy, August 27–September 1, 2023
Paper Number: SEG-2023-3916936
https://doi.org/10.1190/image2023-3916936.1
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View Paper titled, Efficient subsurface carbon storage modeling with Fourier neural operator
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Proceedings Papers

Consistent Discretization Methods for Reservoir Simulation on Cut-Cell Grids

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Faruk O. Alpak, Mohamad Jammoul, Mary F. Wheeler
Paper presented at the SPE Reservoir Simulation Conference, March 28–30, 2023
Paper Number: SPE-212213-MS
https://doi.org/10.2118/212213-MS
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View Paper titled, Consistent Discretization Methods for Reservoir Simulation on Cut-Cell Grids
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Journal Articles

Accurate Two-Phase Flow Simulation in Faulted Reservoirs by Combining Two-Point Flux Approximation and Mimetic Finite Difference Methods

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Rencheng Dong, Faruk O. Alpak, Mary F. Wheeler
Journal: SPE Journal
Publisher: Society of Petroleum Engineers (SPE)
SPE J. 28 (01): 111–129.
Paper Number: SPE-206298-PA
https://doi.org/10.2118/206298-PA
Published: 08 February 2023
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View articletitled, Accurate Two-Phase Flow Simulation in Faulted Reservoirs by Combining Two-Point Flux Approximation and Mimetic Finite Difference Methods
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Proceedings Papers

Accurate Multi-Phase Flow Simulation in Faulted Reservoirs Using Mimetic Finite Difference Methods on Polyhedral Cells

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Rencheng Dong, Faruk O. Alpak, Mary F. Wheeler
Paper presented at the SPE Annual Technical Conference and Exhibition, September 21–23, 2021
Paper Number: SPE-206298-MS
https://doi.org/10.2118/206298-MS
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View Paper titled, Accurate Multi-Phase Flow Simulation in Faulted Reservoirs Using Mimetic Finite Difference Methods on Polyhedral Cells
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Journal Articles

Field-Development Optimization of the In-Situ Upgrading Process Including the Ramp-Up Phase

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Faruk O. Alpak, Guohua Gao
Journal: SPE Journal
Publisher: Society of Petroleum Engineers (SPE)
SPE J. 26 (04): 2002–2017.
Paper Number: SPE-205395-PA
https://doi.org/10.2118/205395-PA
Published: 11 August 2021
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View articletitled, Field-Development Optimization of the In-Situ Upgrading Process Including the Ramp-Up Phase
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Journal Articles

A Cohesive-Zone Model for Simulating Hydraulic-Fracture Evolution within a Fully Coupled Flow/Geomechanics-Simulation System

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Faruk O. Alpak
Journal: SPE Journal
Publisher: Society of Petroleum Engineers (SPE)
SPE J. 26 (01): 22–43.
Paper Number: SPE-193825-PA
https://doi.org/10.2118/193825-PA
Published: 10 February 2021
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View articletitled, A Cohesive-Zone Model for Simulating Hydraulic-Fracture Evolution within a Fully Coupled Flow/Geomechanics-Simulation System
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Journal Articles

An Optimized-Hybrid In-Situ-Upgrading and Steam-Injection Process for Enhanced-Heavy-Oil Recovery in a Naturally Fractured Reservoir

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Faruk O. Alpak, John M. Karanikas
Journal: SPE Journal
Publisher: Society of Petroleum Engineers (SPE)
SPE J. 25 (06): 3386–3411.
Paper Number: SPE-201236-PA
https://doi.org/10.2118/201236-PA
Published: 17 December 2020
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View articletitled, An Optimized-Hybrid In-Situ-Upgrading and Steam-Injection Process for Enhanced-Heavy-Oil Recovery in a Naturally Fractured Reservoir
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Journal Articles

Coupled Numerical Simulation of Thermal-Reactive Flow and Geomechanics with Solid Mass Conversion

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Faruk O. Alpak, Jeroen C. Vink
Journal: SPE Journal
Publisher: Society of Petroleum Engineers (SPE)
SPE J. 25 (01): 310–325.
Paper Number: SPE-193908-PA
https://doi.org/10.2118/193908-PA
Published: 17 February 2020
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View articletitled, Coupled Numerical Simulation of Thermal-Reactive Flow and Geomechanics with Solid Mass Conversion
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Proceedings Papers

An Accelerated Adjoint Method for Model Maturation to Update Static Models with Time-Lapse Reservoir Surveillance Data

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Faruk O. Alpak, James W. Jennings
Paper presented at the SPE Annual Technical Conference and Exhibition, September 30–October 2, 2019
Paper Number: SPE-196119-MS
https://doi.org/10.2118/196119-MS
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View Paper titled, An Accelerated Adjoint Method for Model Maturation to Update Static Models with Time-Lapse Reservoir Surveillance Data
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Journal Articles

Simplified Dynamic Modeling of Faulted Turbidite Reservoirs: A Deep-Learning Approach to Recovery-Factor Forecasting for Exploration

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Faruk O. Alpak, Mauricio Araya–Polo, Kachi Onyeagoro
Journal: SPE Reservoir Evaluation & Engineering
Publisher: Society of Petroleum Engineers (SPE)
SPE Res Eval & Eng 22 (04): 1240–1255.
Paper Number: SPE-197053-PA
https://doi.org/10.2118/197053-PA
Published: 15 August 2019
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View articletitled, Simplified Dynamic Modeling of Faulted Turbidite Reservoirs: A Deep-Learning Approach to Recovery-Factor Forecasting for Exploration
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Proceedings Papers

Coupled Numerical Simulation of Thermal-Reactive Flow and Geomechanics with Solid Mass Conversion

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Faruk O. Alpak, Jeroen C. Vink
Paper presented at the SPE Reservoir Simulation Conference, April 10–11, 2019
Paper Number: SPE-193908-MS
https://doi.org/10.2118/193908-MS
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View Paper titled, Coupled Numerical Simulation of Thermal-Reactive Flow and Geomechanics with Solid Mass Conversion
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Proceedings Papers

A Multiphysics Fully-Coupled Flow and Geomechanics Simulation System with Hydraulic-Fracturing Simulation Capability

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Faruk O. Alpak
Paper presented at the SPE Reservoir Simulation Conference, April 10–11, 2019
Paper Number: SPE-193825-MS
https://doi.org/10.2118/193825-MS
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View Paper titled, A Multiphysics Fully-Coupled Flow and Geomechanics Simulation System with Hydraulic-Fracturing Simulation Capability
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Journal Articles

A Variable-Switching Method for Mass-Variable-Based Reservoir Simulators

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Faruk O. Alpak, Jeroen C. Vink
Journal: SPE Journal
Publisher: Society of Petroleum Engineers (SPE)
SPE J. 23 (05): 1469–1495.
Paper Number: SPE-182606-PA
https://doi.org/10.2118/182606-PA
Published: 17 August 2018
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View articletitled, A Variable-Switching Method for Mass-Variable-Based Reservoir Simulators
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Journal Articles

Direct Numerical Simulation of Flow on Pore-Scale Images Using the Phase-Field Method

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Florian Frank, Chen Liu, Faruk O. Alpak, Steffen Berg, Beatrice Riviere
Journal: SPE Journal
Publisher: Society of Petroleum Engineers (SPE)
SPE J. 23 (05): 1833–1850.
Paper Number: SPE-182607-PA
https://doi.org/10.2118/182607-PA
Published: 11 June 2018
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View articletitled, Direct Numerical Simulation of Flow on Pore-Scale Images Using the Phase-Field Method
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Journal Articles

A Direct Overparameterize and Optimize Method for Stratigraphically Consistent Assisted History Matching of Object-Based Geomodels: Algorithm and Field Application

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Faruk O. Alpak, James W. Jennings, Paul Gelderblom, Chaohui Chen, Guohua Gao, Kuifu Du
Journal: SPE Journal
Publisher: Society of Petroleum Engineers (SPE)
SPE J. 22 (04): 1280–1295.
Paper Number: SPE-181269-PA
https://doi.org/10.2118/181269-PA
Published: 06 March 2017
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View articletitled, A Direct Overparameterize and Optimize Method for Stratigraphically Consistent Assisted History Matching of Object-Based Geomodels: Algorithm and Field Application
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Proceedings Papers

A Localized Variable Switching Method for Mass-Variable Based Reservoir Simulators

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Faruk O. Alpak, Jeroen C. Vink
Paper presented at the SPE Reservoir Simulation Conference, February 20–22, 2017
Paper Number: SPE-182606-MS
https://doi.org/10.2118/182606-MS
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View Paper titled, A Localized Variable Switching Method for Mass-Variable Based Reservoir Simulators
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Proceedings Papers

A Discontinuous Galerkin Finite Element Framework for the Direct Numerical Simulation of Flow on High-Resolution Pore-Scale Images

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Florian Frank, Chen Liu, Faruk O. Alpak, Mauricio Araya-Polo, Beatrice Riviere
Paper presented at the SPE Reservoir Simulation Conference, February 20–22, 2017
Paper Number: SPE-182607-MS
https://doi.org/10.2118/182607-MS
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View Paper titled, A Discontinuous Galerkin Finite Element Framework for the Direct Numerical Simulation of Flow on High-Resolution Pore-Scale Images
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Proceedings Papers

Inexact Hierarchical Scale Separation: An Efficient Linear Solver for Discontinuous Galerkin Discretizations

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Christopher Thiele, Mauricio Araya-Polo, Faruk O. Alpak, Beatrice Riviere, Florian Frank
Paper presented at the SPE Reservoir Simulation Conference, February 20–22, 2017
Paper Number: SPE-182671-MS
https://doi.org/10.2118/182671-MS
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View Paper titled, Inexact Hierarchical Scale Separation: An Efficient Linear Solver for Discontinuous Galerkin Discretizations
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Journal Articles

A Dual-Grid Method for the Upscaling of Solid-Based Thermal Reactive Flow, With Application to the In-Situ Conversion Process

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Hangyu Li, Jeroen C. Vink, Faruk O. Alpak
Journal: SPE Journal
Publisher: Society of Petroleum Engineers (SPE)
SPE J. 21 (06): 2097–2111.
Paper Number: SPE-173248-PA
https://doi.org/10.2118/173248-PA
Published: 14 December 2016
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View articletitled, A Dual-Grid Method for the Upscaling of Solid-Based Thermal Reactive Flow, With Application to the In-Situ Conversion Process
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