Navigation

  • Skip to Content
NTNU Home NTNU Home

ntnu.edu

  • Studies
    • Master's programmes in English
    • For exchange students
    • PhD opportunities
    • All programmes of study
    • Courses
    • Financing
    • Language requirements
    • Application process
    • Academic calendar
    • FAQ
  • Research and innovation
    • NTNU research
    • Research excellence
    • Strategic research areas
    • Innovation resources
    • PhD opportunities
  • Life and housing
    • Student in Trondheim
    • Student in Gjøvik
    • Student in Ålesund
    • For researchers
    • Life and housing
  • About NTNU
    • Contact us
    • Faculties and departments
    • Libraries
    • International researcher support
    • Vacancies
    • About NTNU
    • Maps
  1. Employees

Språkvelger

Norsk

Carl Fredrik Berg

Download press photo
Download press photo
Foto:

Carl Fredrik Berg

Professor
Department of Geoscience

carl.f.berg@ntnu.no
+4790708869 Realfagbygget Gløshaugen, Trondheim
Publications Teaching Outreach

Publications

  • Chronological
  • By category
  • All publications registered in NVA

2026

  • Haghani, Reza; Berg, Carl Fredrik; Flekkøy, Eirik Grude. (2026) Droplet shrinkage in phase-field approaches: A comparison of the Allen-Cahn and the Cahn-Hilliard models. Physical Review E (PRE)
    Academic article
  • Haghani, Reza; Berg, Carl Fredrik; Flekkøy, Eirik Grude. (2026) A note on the summation relation in the Cahn-Hilliard equation. AIP Advances
    Academic article

2025

  • Sutoyo, Handita Reksi Dwitantra; Schümann, Heiner; Berg, Carl Fredrik. (2025) Autonomous Inflow Control Technology and Its Impact on Energy Efficiency. SPE Journal
    Academic article
  • Haghani, Reza; Berg, Carl Fredrik. (2025) A Review on Wettability Characterization from 3D Pore-Scale Images. Transport in Porous Media
    Academic article
  • Mohammadi, Saber; Berg, Carl Fredrik; Schümann, Heiner. (2025) The Potential of Subsea Water Separation and Treatment for Efficient Offshore Operations. Energy & Fuels
    Academic article
  • Mohammadi, Saber; Berg, Carl Fredrik; Schümann, Heiner. (2025) Low-emission offshore oil and gas production: A review of achievements and challenges. Journal of Cleaner Production
    Academic article
  • McClure, James E.; Fan, Ming; Berg, Steffen; Armstrong, Ryan T.; Berg, Carl Fredrik; Li, Zhe; Ramstad, Thomas. (2025) Derivation of A Representative Elementary Volume (REV) for Upscaled Two-Phase Flow in Porous Media. Petrophysics
    Academic article
  • Nandar, Phoo Pwint; Bergmo, Per Eirik Strand; Berg, Carl Fredrik. (2025) A Field Case Study of Subsurface Storage for Intermittent Energy. SPE Europe Energy Conference and Exhibition
    Conference abstract
  • Nandar, Phoo Pwint; Bergmo, Per Eirik Strand; Berg, Carl Fredrik. (2025) Subsurface storage for integration of intermittent energy supply during subsurface production. Geoenergy Science and Engineering
    Academic article
  • Aghajanpour, Azadeh; Berg, Carl Fredrik. (2025) Directional- and scale-dependent permeability estimations from CT images. Geoenergy Science and Engineering
    Academic article
  • Diaa-Eldeen, Tarek; Berg, Carl Fredrik; Hovd, Morten. (2025) Data-Driven Spectral Methods for Stochastic Surrogate Modeling and Efficient Data Assimilation in Subsurface Flows. Mathematical Geosciences
    Academic article

2024

  • Berg, Carl Fredrik; Sahimi, Muhammad. (2024) Relation between critical exponent of the conductivity and the morphological exponents of percolation theory. Physical Review E (PRE)
    Academic article
  • Bellout, Mathias Chakib Rodriguez; Lima Silva, Thiago; Bakke, Jan Øystein Haavig; Berg, Carl Fredrik. (2024) Derivative-free search approaches for optimization of well inflow control valves and controls. Computational Geosciences
    Academic article
  • Golestan, Mohammad Hossein; Berg, Carl Fredrik. (2024) Simulations of CO2 Dissolution in Porous Media Using the Volume-of-Fluid Method. Energies
    Academic article
  • Hannanu, Muhammad Iffan; Hovd, Morten; Berg, Carl Fredrik. (2024) Using Partial Least Squares Regression in a Spectral Method for History Matching.
    Academic chapter
  • Haghanihasanabadi, Reza; Gahrooei, Hamidreza Erfani; McClure, James E.; Flekkøy, Eirik Grude; Berg, Carl Fredrik. (2024) Color-gradient-based phase-field equation for multiphase flow. Physical Review E (PRE)
    Academic article
  • Alzubaidi, Fatimah; McClure, James E.; Pedersen, Håkon; Hansen, Alex; Berg, Carl Fredrik; Mostaghimi, Peyman; Armstrong, Ryan T.. (2024) The Impact of Wettability on the Co-moving Velocity of Two-Fluid Flow in Porous Media. Transport in Porous Media
    Academic article
  • Sutoyo, Handita Reksi Dwitantra; Schümann, Heiner; Berg, Carl Fredrik. (2024) The effect of hydrocarbon prices and CO2 emission taxes on drainage strategies. Geoenergy Science and Engineering
    Academic article

2023

  • Berg, Carl Fredrik; Sahimi, Muhammad. (2023) Percolation and conductivity in evolving disordered media. Physical Review E (PRE)
    Academic article
  • Angga, I Gusti Agung Gede; Bergmo, Per Eirik Strand; Berg, Carl Fredrik. (2023) Joint well-placement and well-control optimization for energy-efficient water flooding of oil fields. Geoenergy Science and Engineering
    Academic article
  • Yan, Lifei; Golestan, Mohammad Hossein; Zhou, Wenyu; Hassanizadeh, S. Majid; Berg, Carl Fredrik; Raoof, Amir. (2023) Direct Evidence of Salinity Difference Effect on Water Transport in Oil: Pore-Scale Mechanisms. Energy & Fuels
    Academic article
  • Yan, Lifei; Golestan, Mohammad Hossein; Berg, Carl Fredrik; Zhou, Wenyu; Hassanizadeh, S. Majid; Raoof, Amir; Flekkøy, Eirik Grude. (2023) Microfluidic Experiments on Constrained Oil Remobilization Induced by Water Transport in the Oil Phase.
    Non-fiction chapter
  • Diaa-Eldeen, Tarek; Hovd, Morten; Berg, Carl Fredrik. (2023) Polynomial Chaos Expansion for Uncertainty Quantification in Closed-Loop Reservoir Management.
    Academic chapter
  • Gahrooei, Hamidreza Erfani; Haghanihasanabadi, Reza; McClure, James; Boek, Edo; Berg, Carl Fredrik. (2023) Spatial Characterization of Wetting in Porous Media Using Local Lattice-Boltzmann Simulations. Transport in Porous Media
    Academic article
  • Haghanihasanabadi, Reza; Gahrooei, Hamidreza Erfani; McClure, James E.; Berg, Carl Fredrik. (2023) A note on the summation relation in phase-field equations. Physics of Fluids
    Academic article
  • Sutoyo, Handita Reksi Dwitantra; Angga, I Gusti Agung Gede; Schümann, Heiner; Berg, Carl Fredrik. (2023) Energy efficiency of oil and gas production plant operations. Geoenergy Science and Engineering
    Academic article

2022

  • Angga, I Gusti Agung Gede; Sutoyo, Handita Reksi Dwitantra; Bellout, Mathias; Bergmo, Per Eirik Strand; Slotte, Per Arne; Berg, Carl Fredrik. (2022) Effects of Well Placement on CO2 Emissions from Waterflooding Operation.
    Academic chapter
  • McClure, James E.; Garing, Charlotte; Herring, Anna L.; Berg, Carl Fredrik. (2022) Editorial: Pore-Scale Microstructure, Mechanisms, and Models for Subsurface Flow and Transport. Frontiers in water
    Editorial
  • McClure, James E; Fan, Ming; Berg, Steffen; Armstrong, Ryan T.; Berg, Carl Fredrik; Li, Zhe; Ramstad, Thomas. (2022) Relative permeability as a stationary process: Energy fluctuations in immiscible displacement. Physics of Fluids
    Academic article
  • Mushabe, Raymond; Azizov, Ilgar; Adejumo, Gbadebo Nafiu; van der Net, Antje; Berg, Carl Fredrik. (2022) Ion Composition Effect on Spontaneous Imbibition in Limestone Cores. Energy & Fuels
    Academic article
  • Yan, Lifei; Chang, Yuanhao; Hassanizadeh, S. Majid; Xiao, Senbo; Raoof, Amir; Berg, Carl Fredrik; He, Jianying. (2022) A quantitative study of salinity effect on water diffusion in n-alkane phases: From pore-scale experiments to molecular dynamic simulation. Fuel
    Academic article
  • Diaa-Eldeen, Tarek; Berg, Carl Fredrik; Hovd, Morten. (2022) System-Theoretic Ensemble Generation in Ensemble-Based History Matching.
    Academic chapter
  • Diaa-Eldeen, Tarek; Berg, Carl Fredrik; Hovd, Morten. (2022) Observability-Aware Ensemble Kalman Filter for Reservoir Model Updating.
    Academic chapter
  • Nguyen, van Nghia; Chawshin, Kurdistan; Berg, Carl Fredrik; Varagnolo, Damiano. (2022) Shuffle & untangle: novel untangle methods for solving the tanglegram layout problem. Bioinformatics Advances
    Academic article
  • Angga, I Gusti Agung Gede; Bellout, Mathias; Kristoffersen, Brage Strand; Bergmo, Per Eirik Strand; Slotte, Per Arne; Berg, Carl Fredrik. (2022) Effect of CO2 tax on energy use in oil production: waterflooding optimization under different emission costs. SN Applied Sciences
    Academic article
  • Chawshin, Kurdistan; Berg, Carl Fredrik; Varagnolo, Damiano; Lopez, Olivier. (2022) Automated porosity estimation using CT-scans of extracted core data. Computational Geosciences
    Academic article
  • Gahrooei, Hamidreza Erfani; Babaei, Masoud; Berg, Carl Fredrik; Joekar-Niasar, Vahid. (2022) Scaling CO<inf>2</inf> convection in confined aquifers: Effects of dispersion, permeability anisotropy and geochemistry. Advances in Water Resources
    Academic article
  • Angga, I Gusti Agung Gede; Bellout, Mathias; Bergmo, Per Eirik Strand; Slotte, Per Arne; Berg, Carl Fredrik. (2022) Collaborative optimization by shared objective function data. Array
    Academic article

2021

  • Chawshin, Kurdistan; Gonzalez, Andres; Berg, Carl Fredrik; Varagnolo, Damiano; Heidari, Zoya; Lopez, Olivier. (2021) Classifying Lithofacies from Textural Features in Whole Core CT-Scan Images. SPE Reservoir Evaluation and Engineering
    Academic article
  • Kristoffersen, Brage Strand; Berg, Carl Fredrik; Hovd, Morten; Bellout, Mathias Chakib R.. (2021) Machine learning procedures for automatic well planning in reservoir simulation models. Norges teknisk-naturvitenskapelige universitet
    Doctoral thesis
  • Chawshin, Kurdistan; Berg, Carl Fredrik; Varagnolo, Damiano; Lopez, Olivier. (2021) Lithology classification of whole core CT scans using convolutional neural networks. SN Applied Sciences
    Academic article
  • Berg, Carl Fredrik; Kennedy, W. David; Herrick, David C.. (2021) Conductivity in partially saturated porous media described by porosity, electrolyte saturation and saturation-dependent tortuosity and constriction factor. Geophysical Prospecting
    Academic article
  • Chawshin, Kurdistan; Berg, Carl Fredrik. (2021) Automated Lithology Classification Employing Whole Core CT-Scans. Norges teknisk-naturvitenskapelige universitet
    Doctoral thesis
  • Kristoffersen, Brage Strand; Lima Silva, Thiago; Bellout, Mathias; Berg, Carl Fredrik. (2021) Efficient well placement optimization under uncertainty using a virtual drilling procedure. Computational Geosciences
    Academic article
  • Kristoffersen, Brage Strand; Bellout, Mathias; Lima Silva, Thiago; Berg, Carl Fredrik. (2021) An Automatic Well Planner for Complex Well Trajectories. Mathematical Geosciences
    Academic article
  • Chawshin, Kurdistan; Berg, Carl Fredrik; Varagnolo, Damiano; Lopez, Olivier. (2021) A Deep-Learning Approach for Lithological Classification Using 3D Whole Core CT-Scan Images.
    Non-fiction chapter
  • Kristoffersen, Brage Strand; Bellout, Mathias; Lima Silva, Thiago; Berg, Carl Fredrik. (2021) Reduced well path parameterization for optimization problems through machine learning. Journal of Petroleum Science and Engineering
    Academic article

2020

  • Slotte, Per Arne; Berg, Carl Fredrik; Hosseinzade Khanamiri, Hamid. (2020) Predicting Resistivity and Permeability of Porous Media Using Minkowski Functionals. Transport in Porous Media
    Academic article
  • Kristoffersen, Brage Strand; Lima Silva, Thiago; Bellout, Mathias; Berg, Carl Fredrik. (2020) An Automatic Well Planner for Efficient Well Placement Optimization Under Geological Uncertainty.
    Academic chapter
  • Berg, Carl Fredrik; Slotte, Per Arne; Hosseinzade Khanamiri, Hamid. (2020) Geometrically derived efficiency of slow immiscible displacement in porous media. Physical Review E (PRE)
    Academic article
  • Hosseinzade Khanamiri, Hamid; Slotte, Per Arne; Berg, Carl Fredrik. (2020) Contact Angles in Two-Phase Flow Images. Transport in Porous Media
    Academic article

2019

  • Zhou, Yingfang; Muggeridge, Ann; Berg, Carl Fredrik; King, Peter. (2019) Effect of Layering on Incremental Oil Recovery From Tertiary Polymer Flooding. SPE Reservoir Evaluation and Engineering
    Academic article
  • Berg, Carl Fredrik; Danilova, Anna; Liu, Ming. (2019) Upscaling of polymer adsorption. Journal of Petroleum Science and Engineering
    Academic article
  • Ramstad, Thomas; Berg, Carl Fredrik; Thompson, Karsten. (2019) Pore-Scale Simulations of Single- and Two-Phase Flow in Porous Media: Approaches and Applications. Transport in Porous Media
    Academic article

2018

  • Hosseinzade Khanamiri, Hamid; Berg, Carl Fredrik; Slotte, Per Arne; Schlüter, Steffen; Torsæter, Ole. (2018) Description of Free Energy for Immiscible Two‐Fluid Flow in Porous Media by Integral Geometry and Thermodynamics. Water Resources Research
    Academic article

2017

  • Ghanbarian, Behzad; Berg, Carl Fredrik. (2017) Formation factor in Bentheimer and Fontainebleau sandstones: Theory compared with pore-scale numerical simulations. Advances in Water Resources
    Academic article
  • Berg, Carl Fredrik; Lopez, Olivier; Berland, Håvard. (2017) Industrial applications of digital rock technology. Journal of Petroleum Science and Engineering
    Academic article
  • Krogstad, Stein; Lie, Knut-Andreas; Nilsen, Halvor Møll; Berg, Carl Fredrik; Kippe, Vegard. (2017) Efficient flow diagnostics proxies for polymer flooding. Computational Geosciences
    Academic article

2016

  • Hilden, Sindre Tonning; Berg, Carl Fredrik. (2016) An Analysis of Unsteady Flooding Processes: Varying Force Balance and the Applicability of Steady-State Upscaling. Transport in Porous Media
    Academic article
  • Krogstad, Stein; Lie, Knut-Andreas; Nilsen, Halvor Møll; Berg, Carl Fredrik; Kippe, Vegard. (2016) Flow diagnostics for optimal polymer injection strategies.
    Academic chapter

2015

  • Odsæter, Lars Hov; Berg, Carl Fredrik; Rustad, Alf Birger. (2015) Rate Dependency in Steady-State Upscaling. Transport in Porous Media
    Academic article

2014

  • Berg, Carl Fredrik; Roosmalen, Adam-Christiaan van. (2014) Representations of thread quivers. Proceedings of the London Mathematical Society
    Academic article

2011

  • Berg, Carl Fredrik; Roosmalen, Adam-Christiaan van. (2011) Hereditary categories with Serre duality which are generated by preprojectives. Journal of Algebra
    Academic article

2010

  • Berg, Carl Fredrik; Roosmalen, Adam-Christiaan van. (2010) The quiver of projectives in hereditary categories with Serre duality. Journal of Pure and Applied Algebra
    Academic article

Journal publications

  • Haghani, Reza; Berg, Carl Fredrik; Flekkøy, Eirik Grude. (2026) Droplet shrinkage in phase-field approaches: A comparison of the Allen-Cahn and the Cahn-Hilliard models. Physical Review E (PRE)
    Academic article
  • Haghani, Reza; Berg, Carl Fredrik; Flekkøy, Eirik Grude. (2026) A note on the summation relation in the Cahn-Hilliard equation. AIP Advances
    Academic article
  • Sutoyo, Handita Reksi Dwitantra; Schümann, Heiner; Berg, Carl Fredrik. (2025) Autonomous Inflow Control Technology and Its Impact on Energy Efficiency. SPE Journal
    Academic article
  • Haghani, Reza; Berg, Carl Fredrik. (2025) A Review on Wettability Characterization from 3D Pore-Scale Images. Transport in Porous Media
    Academic article
  • Mohammadi, Saber; Berg, Carl Fredrik; Schümann, Heiner. (2025) The Potential of Subsea Water Separation and Treatment for Efficient Offshore Operations. Energy & Fuels
    Academic article
  • Mohammadi, Saber; Berg, Carl Fredrik; Schümann, Heiner. (2025) Low-emission offshore oil and gas production: A review of achievements and challenges. Journal of Cleaner Production
    Academic article
  • McClure, James E.; Fan, Ming; Berg, Steffen; Armstrong, Ryan T.; Berg, Carl Fredrik; Li, Zhe; Ramstad, Thomas. (2025) Derivation of A Representative Elementary Volume (REV) for Upscaled Two-Phase Flow in Porous Media. Petrophysics
    Academic article
  • Nandar, Phoo Pwint; Bergmo, Per Eirik Strand; Berg, Carl Fredrik. (2025) A Field Case Study of Subsurface Storage for Intermittent Energy. SPE Europe Energy Conference and Exhibition
    Conference abstract
  • Nandar, Phoo Pwint; Bergmo, Per Eirik Strand; Berg, Carl Fredrik. (2025) Subsurface storage for integration of intermittent energy supply during subsurface production. Geoenergy Science and Engineering
    Academic article
  • Chawshin, Kurdistan; Gonzalez, Andres; Berg, Carl Fredrik; Varagnolo, Damiano; Heidari, Zoya; Lopez, Olivier. (2021) Classifying Lithofacies from Textural Features in Whole Core CT-Scan Images. SPE Reservoir Evaluation and Engineering
    Academic article
  • Hosseinzade Khanamiri, Hamid; Berg, Carl Fredrik; Slotte, Per Arne; Schlüter, Steffen; Torsæter, Ole. (2018) Description of Free Energy for Immiscible Two‐Fluid Flow in Porous Media by Integral Geometry and Thermodynamics. Water Resources Research
    Academic article
  • Berg, Carl Fredrik; Sahimi, Muhammad. (2024) Relation between critical exponent of the conductivity and the morphological exponents of percolation theory. Physical Review E (PRE)
    Academic article
  • Berg, Carl Fredrik; Sahimi, Muhammad. (2023) Percolation and conductivity in evolving disordered media. Physical Review E (PRE)
    Academic article
  • Slotte, Per Arne; Berg, Carl Fredrik; Hosseinzade Khanamiri, Hamid. (2020) Predicting Resistivity and Permeability of Porous Media Using Minkowski Functionals. Transport in Porous Media
    Academic article
  • Angga, I Gusti Agung Gede; Bergmo, Per Eirik Strand; Berg, Carl Fredrik. (2023) Joint well-placement and well-control optimization for energy-efficient water flooding of oil fields. Geoenergy Science and Engineering
    Academic article
  • Berg, Carl Fredrik; Roosmalen, Adam-Christiaan van. (2014) Representations of thread quivers. Proceedings of the London Mathematical Society
    Academic article
  • Aghajanpour, Azadeh; Berg, Carl Fredrik. (2025) Directional- and scale-dependent permeability estimations from CT images. Geoenergy Science and Engineering
    Academic article
  • Berg, Carl Fredrik; Roosmalen, Adam-Christiaan van. (2011) Hereditary categories with Serre duality which are generated by preprojectives. Journal of Algebra
    Academic article
  • Zhou, Yingfang; Muggeridge, Ann; Berg, Carl Fredrik; King, Peter. (2019) Effect of Layering on Incremental Oil Recovery From Tertiary Polymer Flooding. SPE Reservoir Evaluation and Engineering
    Academic article
  • Bellout, Mathias Chakib Rodriguez; Lima Silva, Thiago; Bakke, Jan Øystein Haavig; Berg, Carl Fredrik. (2024) Derivative-free search approaches for optimization of well inflow control valves and controls. Computational Geosciences
    Academic article
  • Ghanbarian, Behzad; Berg, Carl Fredrik. (2017) Formation factor in Bentheimer and Fontainebleau sandstones: Theory compared with pore-scale numerical simulations. Advances in Water Resources
    Academic article
  • Berg, Carl Fredrik; Lopez, Olivier; Berland, Håvard. (2017) Industrial applications of digital rock technology. Journal of Petroleum Science and Engineering
    Academic article
  • Berg, Carl Fredrik; Slotte, Per Arne; Hosseinzade Khanamiri, Hamid. (2020) Geometrically derived efficiency of slow immiscible displacement in porous media. Physical Review E (PRE)
    Academic article
  • Hosseinzade Khanamiri, Hamid; Slotte, Per Arne; Berg, Carl Fredrik. (2020) Contact Angles in Two-Phase Flow Images. Transport in Porous Media
    Academic article
  • Berg, Carl Fredrik; Roosmalen, Adam-Christiaan van. (2010) The quiver of projectives in hereditary categories with Serre duality. Journal of Pure and Applied Algebra
    Academic article
  • McClure, James E.; Garing, Charlotte; Herring, Anna L.; Berg, Carl Fredrik. (2022) Editorial: Pore-Scale Microstructure, Mechanisms, and Models for Subsurface Flow and Transport. Frontiers in water
    Editorial
  • Yan, Lifei; Golestan, Mohammad Hossein; Zhou, Wenyu; Hassanizadeh, S. Majid; Berg, Carl Fredrik; Raoof, Amir. (2023) Direct Evidence of Salinity Difference Effect on Water Transport in Oil: Pore-Scale Mechanisms. Energy & Fuels
    Academic article
  • Odsæter, Lars Hov; Berg, Carl Fredrik; Rustad, Alf Birger. (2015) Rate Dependency in Steady-State Upscaling. Transport in Porous Media
    Academic article
  • Hilden, Sindre Tonning; Berg, Carl Fredrik. (2016) An Analysis of Unsteady Flooding Processes: Varying Force Balance and the Applicability of Steady-State Upscaling. Transport in Porous Media
    Academic article
  • Diaa-Eldeen, Tarek; Berg, Carl Fredrik; Hovd, Morten. (2025) Data-Driven Spectral Methods for Stochastic Surrogate Modeling and Efficient Data Assimilation in Subsurface Flows. Mathematical Geosciences
    Academic article
  • Chawshin, Kurdistan; Berg, Carl Fredrik; Varagnolo, Damiano; Lopez, Olivier. (2021) Lithology classification of whole core CT scans using convolutional neural networks. SN Applied Sciences
    Academic article
  • Berg, Carl Fredrik; Kennedy, W. David; Herrick, David C.. (2021) Conductivity in partially saturated porous media described by porosity, electrolyte saturation and saturation-dependent tortuosity and constriction factor. Geophysical Prospecting
    Academic article
  • Golestan, Mohammad Hossein; Berg, Carl Fredrik. (2024) Simulations of CO2 Dissolution in Porous Media Using the Volume-of-Fluid Method. Energies
    Academic article
  • McClure, James E; Fan, Ming; Berg, Steffen; Armstrong, Ryan T.; Berg, Carl Fredrik; Li, Zhe; Ramstad, Thomas. (2022) Relative permeability as a stationary process: Energy fluctuations in immiscible displacement. Physics of Fluids
    Academic article
  • Krogstad, Stein; Lie, Knut-Andreas; Nilsen, Halvor Møll; Berg, Carl Fredrik; Kippe, Vegard. (2017) Efficient flow diagnostics proxies for polymer flooding. Computational Geosciences
    Academic article
  • Mushabe, Raymond; Azizov, Ilgar; Adejumo, Gbadebo Nafiu; van der Net, Antje; Berg, Carl Fredrik. (2022) Ion Composition Effect on Spontaneous Imbibition in Limestone Cores. Energy & Fuels
    Academic article
  • Yan, Lifei; Chang, Yuanhao; Hassanizadeh, S. Majid; Xiao, Senbo; Raoof, Amir; Berg, Carl Fredrik; He, Jianying. (2022) A quantitative study of salinity effect on water diffusion in n-alkane phases: From pore-scale experiments to molecular dynamic simulation. Fuel
    Academic article
  • Haghanihasanabadi, Reza; Gahrooei, Hamidreza Erfani; McClure, James E.; Flekkøy, Eirik Grude; Berg, Carl Fredrik. (2024) Color-gradient-based phase-field equation for multiphase flow. Physical Review E (PRE)
    Academic article
  • Berg, Carl Fredrik; Danilova, Anna; Liu, Ming. (2019) Upscaling of polymer adsorption. Journal of Petroleum Science and Engineering
    Academic article
  • Ramstad, Thomas; Berg, Carl Fredrik; Thompson, Karsten. (2019) Pore-Scale Simulations of Single- and Two-Phase Flow in Porous Media: Approaches and Applications. Transport in Porous Media
    Academic article
  • Nguyen, van Nghia; Chawshin, Kurdistan; Berg, Carl Fredrik; Varagnolo, Damiano. (2022) Shuffle & untangle: novel untangle methods for solving the tanglegram layout problem. Bioinformatics Advances
    Academic article
  • Angga, I Gusti Agung Gede; Bellout, Mathias; Kristoffersen, Brage Strand; Bergmo, Per Eirik Strand; Slotte, Per Arne; Berg, Carl Fredrik. (2022) Effect of CO2 tax on energy use in oil production: waterflooding optimization under different emission costs. SN Applied Sciences
    Academic article
  • Chawshin, Kurdistan; Berg, Carl Fredrik; Varagnolo, Damiano; Lopez, Olivier. (2022) Automated porosity estimation using CT-scans of extracted core data. Computational Geosciences
    Academic article
  • Kristoffersen, Brage Strand; Lima Silva, Thiago; Bellout, Mathias; Berg, Carl Fredrik. (2021) Efficient well placement optimization under uncertainty using a virtual drilling procedure. Computational Geosciences
    Academic article
  • Gahrooei, Hamidreza Erfani; Haghanihasanabadi, Reza; McClure, James; Boek, Edo; Berg, Carl Fredrik. (2023) Spatial Characterization of Wetting in Porous Media Using Local Lattice-Boltzmann Simulations. Transport in Porous Media
    Academic article
  • Alzubaidi, Fatimah; McClure, James E.; Pedersen, Håkon; Hansen, Alex; Berg, Carl Fredrik; Mostaghimi, Peyman; Armstrong, Ryan T.. (2024) The Impact of Wettability on the Co-moving Velocity of Two-Fluid Flow in Porous Media. Transport in Porous Media
    Academic article
  • Haghanihasanabadi, Reza; Gahrooei, Hamidreza Erfani; McClure, James E.; Berg, Carl Fredrik. (2023) A note on the summation relation in phase-field equations. Physics of Fluids
    Academic article
  • Gahrooei, Hamidreza Erfani; Babaei, Masoud; Berg, Carl Fredrik; Joekar-Niasar, Vahid. (2022) Scaling CO<inf>2</inf> convection in confined aquifers: Effects of dispersion, permeability anisotropy and geochemistry. Advances in Water Resources
    Academic article
  • Sutoyo, Handita Reksi Dwitantra; Schümann, Heiner; Berg, Carl Fredrik. (2024) The effect of hydrocarbon prices and CO2 emission taxes on drainage strategies. Geoenergy Science and Engineering
    Academic article
  • Angga, I Gusti Agung Gede; Bellout, Mathias; Bergmo, Per Eirik Strand; Slotte, Per Arne; Berg, Carl Fredrik. (2022) Collaborative optimization by shared objective function data. Array
    Academic article
  • Sutoyo, Handita Reksi Dwitantra; Angga, I Gusti Agung Gede; Schümann, Heiner; Berg, Carl Fredrik. (2023) Energy efficiency of oil and gas production plant operations. Geoenergy Science and Engineering
    Academic article
  • Kristoffersen, Brage Strand; Bellout, Mathias; Lima Silva, Thiago; Berg, Carl Fredrik. (2021) An Automatic Well Planner for Complex Well Trajectories. Mathematical Geosciences
    Academic article
  • Kristoffersen, Brage Strand; Bellout, Mathias; Lima Silva, Thiago; Berg, Carl Fredrik. (2021) Reduced well path parameterization for optimization problems through machine learning. Journal of Petroleum Science and Engineering
    Academic article

Part of book/report

  • Angga, I Gusti Agung Gede; Sutoyo, Handita Reksi Dwitantra; Bellout, Mathias; Bergmo, Per Eirik Strand; Slotte, Per Arne; Berg, Carl Fredrik. (2022) Effects of Well Placement on CO2 Emissions from Waterflooding Operation.
    Academic chapter
  • Kristoffersen, Brage Strand; Lima Silva, Thiago; Bellout, Mathias; Berg, Carl Fredrik. (2020) An Automatic Well Planner for Efficient Well Placement Optimization Under Geological Uncertainty.
    Academic chapter
  • Krogstad, Stein; Lie, Knut-Andreas; Nilsen, Halvor Møll; Berg, Carl Fredrik; Kippe, Vegard. (2016) Flow diagnostics for optimal polymer injection strategies.
    Academic chapter
  • Hannanu, Muhammad Iffan; Hovd, Morten; Berg, Carl Fredrik. (2024) Using Partial Least Squares Regression in a Spectral Method for History Matching.
    Academic chapter
  • Yan, Lifei; Golestan, Mohammad Hossein; Berg, Carl Fredrik; Zhou, Wenyu; Hassanizadeh, S. Majid; Raoof, Amir; Flekkøy, Eirik Grude. (2023) Microfluidic Experiments on Constrained Oil Remobilization Induced by Water Transport in the Oil Phase.
    Non-fiction chapter
  • Diaa-Eldeen, Tarek; Hovd, Morten; Berg, Carl Fredrik. (2023) Polynomial Chaos Expansion for Uncertainty Quantification in Closed-Loop Reservoir Management.
    Academic chapter
  • Diaa-Eldeen, Tarek; Berg, Carl Fredrik; Hovd, Morten. (2022) System-Theoretic Ensemble Generation in Ensemble-Based History Matching.
    Academic chapter
  • Diaa-Eldeen, Tarek; Berg, Carl Fredrik; Hovd, Morten. (2022) Observability-Aware Ensemble Kalman Filter for Reservoir Model Updating.
    Academic chapter
  • Chawshin, Kurdistan; Berg, Carl Fredrik; Varagnolo, Damiano; Lopez, Olivier. (2021) A Deep-Learning Approach for Lithological Classification Using 3D Whole Core CT-Scan Images.
    Non-fiction chapter

Student thesis or dissertation

  • Kristoffersen, Brage Strand; Berg, Carl Fredrik; Hovd, Morten; Bellout, Mathias Chakib R.. (2021) Machine learning procedures for automatic well planning in reservoir simulation models. Norges teknisk-naturvitenskapelige universitet
    Doctoral thesis
  • Chawshin, Kurdistan; Berg, Carl Fredrik. (2021) Automated Lithology Classification Employing Whole Core CT-Scans. Norges teknisk-naturvitenskapelige universitet
    Doctoral thesis

Teaching

Courses

  • PG8609 - Numerical Methods in Reservoir Simulation
  • TPG4155 - Computer Methods in Engineering
  • TPG4112 - Geomechanics and Flow in Porous Media
  • TPG4255 - Geomechanics of CO2 Storage
  • PG8607 - Numerical Methods in Reservoir Simulation
  • TPG4565 - Petroleum Geoscience and Engineering, Specialization Course
  • TPG4920 - Petroleum Geoscience and Engineering, Master's Thesis

Outreach

2025

  • Interview
    Gardarsdottir, Stefania Osk; Sutoyo, Handita Reksi Dwitantra; Schümann, Heiner; Bergmo, Per Eirik Strand; Berg, Carl Fredrik; Montañés, Rubén Mocholí. (2025) Offshore Engineer: Boosting the energy efficiency of water processes.
  • Conference lecture
    Callioli Santi, Andrea; Delbet, Chloe; Berg, Carl Fredrik; Macut, Mateja; Ringrose, Philip Stefan; Yun, Tae Kwon. (2025) Quantifying Long-Term CO2 Storage Containment via Sequential Multi-Physics Trapping Models. World CCUS Conference
  • Conference lecture
    Sutoyo, Handita Reksi Dwitantra; Schümann, Heiner; Berg, Carl Fredrik. (2025) Energy Efficiency Comparison of Different Well Path Designs. SPE Europe Energy Conference and Exhibition
  • Conference poster
    Mohsenifesgandis, Alireza; Berg, Carl Fredrik; Ghaderi, Amir; Eliasson, Peder. (2025) Exploring the Transferability of Optimization Methods from Production to Storage: A Case Study of CO2 Injection at Smeaheia. The 13th Trondheim CCS Conference (TCCS-13)
  • Lecture
    Berg, Carl Fredrik. (2025) Using machine learning to classify and characterize geological material. Machine Learning in Physical Sciences: Theory and Applications

2024

  • Lecture
    Haghani, Reza; Gahrooei, Hamidreza Erfani; McClure, James; Boek, Edo; Berg, Carl Fredrik. (2024) Spatial characterization of wetting in porous media using local lattice-Boltzmann simulations. Interpore 2024 - 16th annual meeting
  • Lecture
    Berg, Carl Fredrik. (2024) Relations between evolving micro-structures and effective transport properties. SPWLA Houston meeting
  • Lecture
    Berg, Carl Fredrik; Ringstad, Cathrine. (2024) Norway’s CCS Partnership between the State, Industries, Academia, and NGO’s. International CCS symposium: A supercritical research toward industrial solution
  • Conference poster
    Yun, Tae Kwon; Macut, Mateja; Schulze, Katja; Ringrose, Philip; Berg, Carl Fredrik. (2024) CO2 storage in saline aquifers: multi-scale processes visualized using the Sleipner case. EGU General Assembly 2024
  • Conference lecture
    Hannanu, Muhammad Iffan; Hovd, Morten; Berg, Carl Fredrik. (2024) Using Partial Least Squares Regression in a Spectral Method for History Matching. European Conference on the Mathematics of Geological Reservoirs (ECMOR) 2024
  • Conference lecture
    Grimstad, Alv-Arne; Bergmo, Per Eirik Strand; Holt, Torleif; Berg, Carl Fredrik; Pwint, Nandar Phoo. (2024) Oil field drainage with variable low-emission energy supply. Reservoir and production management

2023

  • Conference lecture
    McClure, James E; Fang, Ming; Berg, Steffen; Armstrong, Ryan T.; Berg, Carl Fredrik; Li, Zhe; Ramstad, Thomas. (2023) Derivation of a representative elementary volume (REV) for upscaled two-phase flow in porous media. The 36th International Symposium of the Society of Core Analysts
  • Conference lecture
    Diaa-Eldeen, Tarek; Hovd, Morten; Berg, Carl Fredrik. (2023) Polynomial Chaos Expansion for Uncertainty Quantification in Closed-Loop Reservoir Management. IEEE Conference on Control Technology and Applications
  • Conference lecture
    Angga, I Gusti Agung Gede; Bergmo, Per Eirik Strand; Berg, Carl Fredrik. (2023) Effect of CO2 tax on energy use in oil production: waterflooding optimization under different emission costs. IX Oil and Gas Production Optimization Workshop: The Digital Transformation for Sustainable Production
  • Conference lecture
    Berg, Carl Fredrik; Chawshin, Kurdistan; Varagnolo, Damiano. (2023) Machine-learning based automated lithology classification. IX Oil and Gas Production Optimization Workshop: The Digital Transformation for Sustainable Production
  • Conference poster
    Haghanihasanabadi, Reza; Gahrooei, Hamidreza Erfani; McClure, James E.; Flekkøy, Eirik Grude; Berg, Carl Fredrik. (2023) Symmetrizing multiphase flow equations for improved accuracy. 15th Annual International Conference on Porous Media
  • Lecture
    Diaa-Eldeen, Tarek; Hovd, Morten; Berg, Carl Fredrik. (2023) Spectral Methods for Stochastic Surrogate Modeling of Subsurface Flow Dynamics. The 22nd annual conference of the IAMG
  • Conference poster
    Haghanihasanabadi, Reza; Gahrooei, Hamidreza Erfani; McClure, James E.; Flekkøy, Eirik Grude; Berg, Carl Fredrik. (2023) A color-gradient-based phase-field equation for multiphase flow. 15th Annual International Conference on Porous Media

2022

  • Conference lecture
    Diaa-Eldeen, Tarek; Berg, Carl Fredrik; Hovd, Morten. (2022) Observability-Aware Ensemble Kalman Filter for Reservoir Model Updating. 2022 European Control Conference (ECC)
  • Conference lecture
    Diaa-Eldeen, Tarek; Berg, Carl Fredrik; Hovd, Morten. (2022) System-Theoretic Ensemble Generation in Ensemble-Based History Matching. ECMOR 2022
  • Conference lecture
    Diaa-Eldeen, Tarek; Berg, Carl Fredrik; Hovd, Morten. (2022) Observability-based ensemble initiation for the EnKF in history matching problems. The 17th international EnKF workshop (2022)
  • Lecture
    Berg, Carl Fredrik; Chawshin, Kurdistan; Varagnolo, Damiano. (2022) Machine learning in Formation Evaluation. November Conference
  • Conference poster
    Angga, I Gusti Agung Gede; Bellout, Mathias; Bergmo, Per Eirik Strand; Slotte, Per Arne; Berg, Carl Fredrik. (2022) Collaborative optimization by shared objective function data. Geilo Winter School
  • Conference lecture
    Mushabe, Raymond; Adejumo, Gbadebo; Azizov, Ilgar; Berg, Carl Fredrik; van der Net, Antje. (2022) Ion composition effect on spontaneous imbibition in limestone cores. InterPore 2022
  • Conference poster
    Haghanihasanabadi, Reza; Berg, Carl Fredrik; Flekkøy, Eirik Grude. (2022) Extended Allen-Chan phase-field equation for ternary fluid flows and phase-change process in binary fluid flows. InterPore 2022
  • Conference poster
    Gahrooei, Hamidreza Erfani; Haghanihasanabadi, Reza; Slotte, Per Arne; McClure, James E.; Berg, Carl Fredrik. (2022) Local wettability characterization of porous media under two-phase conditions using lattice-Boltzmann simulations. InterPore 2022

2021

  • Conference poster
    Angga, I Gusti Agung Gede; Sutoyo, Handita Reksi Dwitantra; Berg, Carl Fredrik. (2021) Integrating subsurface and topside models for reducing carbon emission in optimization of hydrocarbon production. LowEmission Consortium Days
  • Conference lecture
    Kjelstrup, Signe; Bedeaux, Dick; Galteland, Olav; Rauter, Michael Tobias; Berg, Carl Fredrik; Hansen, Alex. (2021) Energy dissipation as heat in porous media flow. InterPore 2021
  • Conference lecture
    Berg, Carl Fredrik; Slotte, Per Arne; Long-Sanouiller, Haili; Gahrooei, Hamidreza Erfani. (2021) Approximating free energy change for imaged displacement processes to assess wettability. Interpore Norway 4th National Workshop
  • Conference lecture
    Kjelstrup, Signe; Bedeaux, Dick; Gjennestad, Magnus Aashammer; Rauter, Michael Tobias; Berg, Carl Fredrik; Hansen, Alex. (2021) From Pore Scale to Darcy Scale with Entropy Production as Tool. SIAM Conference on Mathematical & Computational Methods in Geoscience, GS21
  • Conference lecture
    Kjelstrup, Signe; Bedeaux, Dick; Galteland, Olav; Rauter, Michael Tobias; Berg, Carl Fredrik; Hansen, Alex. (2021) Energy dissipation in porous media flow. Interpore
  • Conference lecture
    Berg, Carl Fredrik. (2021) Wettability and efficiency of quasi-static displacements. Njord seminar
  • Conference lecture
    Angga, I Gusti Agung Gede; Berg, Carl Fredrik; Bergmo, Per Eirik Strand. (2021) PhD presentation: Reduction of emissions from hydrocarbon production through energy-efficient drainage strategies. LowEmission Consortium Days
  • Conference poster
    Yan, Lifei; Golestan, Mohammad Hossein; Zhou, Wenyu; Hassanizadeh, S. Majid; Berg, Carl Fredrik. (2021) Impact of osmosis and emulsification on constrained oil remobilization in pore-scale experiments. InterPore2021 Online Conference

2020

  • Conference lecture
    Angga, I Gusti Agung Gede; Kristoffersen, Brage Strand; Bellout, Mathias; Berg, Carl Fredrik; Slotte, Per Arne; Bergmo, Per Eirik Strand. (2020) Development of low-emission subsurface drainage strategies. LowEmission Webinar
  • Conference lecture
    Omran, Mohamed Ahmed Fathy Abdelshafy; Berg, Carl Fredrik. (2020) Applying new rock typing methods, and modelling for conventional & unconventional reservoirs. International Petroleum Technology Conference
  • Conference lecture
    Kristoffersen, Brage Strand; Lima Silva, Thiago; Bellout, Mathias; Berg, Carl Fredrik. (2020) An Automatic Well Planner for Efficient Well Placement Optimization Under Geological Uncertainty. ECMOR XVII

2018

  • Conference lecture
    Berg, Carl Fredrik. (2018) Can Minkowski functionals describe energy change during quasi-static displacement?. Interpore 2nd National Workshop on Porous Media
  • Conference poster
    Golestan, Mohammad Hossein; Aursjø, Olav; Berg, Carl Fredrik. (2018) Lattice-Boltzmann Simulation of Osmosis Effect During Low-Salinity Waterflooding. Interpore Norway 2018
  • Conference lecture
    Hosseinzade Khanamiri, Hamid; Berg, Carl Fredrik; Slotte, Per Arne; Torsæter, Ole; Schlüter, Steffen. (2018) Energy Description for Immiscible Two-Fluid Flow in Porous Media by Integral Geometry and Thermodynamics. European Fluid Mechanics Conference (EFMC2018)
  • Conference lecture
    Pollen, Erik Norrud; Berg, Carl Fredrik. (2018) Experimental Investigation of Osmosis as a Mechanism for Low-Salinity EOR. Abu Dhabi International Petroleum Exhibition & Conference

NTNU – Norwegian University of Science and Technology

  • For employees
  • |
  • For students
  • |
  • Intranet
  • |
  • Canvas

Studies

  • Master's programmes in English
  • For exchange students
  • PhD opportunities
  • Courses
  • Career development
  • Continuing education
  • Application process

News

  • NTNU News
  • Vacancies

About NTNU

  • About the university
  • Libraries
  • NTNU's strategy
  • Research excellence
  • Strategic research areas
  • Organizational chart

Contact

  • Contact NTNU
  • Employees
  • Find experts
  • Press contacts
  • Researcher support
  • Maps

NTNU in three cities

  • NTNU in Gjøvik
  • NTNU in Trondheim
  • NTNU in Ålesund

About this website

  • Use of cookies
  • Accessibility statement
  • Privacy policy
  • Editorial responsibility
Facebook Instagram Linkedin Snapchat Tiktok Youtube
Sign In
NTNU logo