Research graph
References from Physics-Guided Machine Learning for Predicting Critical Salt Concentration and pH in Sandstone Reservoirs. Local targets link to admitted publications; unresolved targets remain external evidence.
Low-Salinity-Based Enhanced Oil Recovery Literature Review and Associated Screening Criteria
10.1007/s12182-019-0325-7 · 2019 · External reference
Chemical Mechanism of Low Salinity Water Flooding in Sandstone Reservoirs
2010 · External reference
Reservoir Potential Unlocked: Synergies Between Low-Salinity Water Flooding, Nanoparticles and Surfactants in Enhanced Oil Recovery─A Review
10.1021/acsomega.5c02533 · 2025 · External reference
10.1007/978-94-015-9074-7
10.1007/978-94-015-9074-7 · 1998 · External reference
The Existence of a Critical Salt Concentration for Particle Release
10.1016/0021-9797(84)90021-3 · 1984 · External reference
Colloidally-Induced Fines Release in Porous Media
10.1016/0920-4105(90)90011-q · 1990 · External reference
Critical Conditions for Massive Fines Detachment Induced by Single-Phase Flow in Coalbed Methane Reservoirs: Modeling and Experiments
10.1021/acs.energyfuels.7b00623 · 2017 · External reference
DLVO Modeling to Predict Critical Salt Concentration to Initiate Fines Migration Pre-and Post-Nanofluid Treatment in Sandstones
10.2118/209588-pa · 2022 · External reference
Predicting the Critical Salt Concentrations of Monovalent and Divalent Brines to Initiate Fines Migration Using DLVO Modeling
10.1016/j.molliq.2022.118690 · 2022 · External reference
An Integrated Modeling Approach to Predict Critical Flow Rate for Fines Migration Initiation in Sandstone Reservoirs and Water-Bearing Formations
10.1016/j.molliq.2023.121462 · 2023 · External reference
Application of DLVO Modeling to Predict Critical PH for Fines Migration Pre-and Post-SiO2 and MgO Nanofluid Treatments in Sandstones
10.11159/jffhmt.2022.014 · 2022 · External reference
Colloid Release and Clogging in Porous Media: Effects of Solution Ionic Strength and Flow Velocity
10.1016/j.jconhyd.2015.06.005 · 2015 · External reference
Effect of Electrokinetics and Thermodynamic Equilibrium on Low-Salinity Water Flooding for Enhanced Oil Recovery in Sandstone Reservoirs
10.1021/acsomega.0c05332 · 2021 · External reference
Mathematical Model for Fines-Migration-Assisted Waterflooding with Induced Formation Damage
10.2118/144009-pa · 2013 · External reference
Skin Due to Fines Mobilization, Migration, and Straining during Steady-State Oil Production
10.1080/10916466.2011.653702 · 2012 · External reference
10.2118/189532-ms
10.2118/189532-ms · External reference
Fines Migration in Aquifers: Production History Treatment and Well Behaviour Prediction
10.1016/j.jhydrol.2021.126660 · 2021 · External reference
Fines Migration in Aquifers and Oilfields: Laboratory and Mathematical Modelling
2018 · External reference
Artificial Ground Water Recharge and Recovery of a Highly Saline Aquifer
2011 · External reference
Groundwater Salinity in a Floodplain Forest Impacted by Saltwater Intrusion
10.1016/j.jconhyd.2014.04.005 · 2014 · External reference
Application of Nanofluid to Control Fines Migration to Improve the Performance of Low Salinity Water Flooding and Alkaline Flooding
10.1016/j.petrol.2014.09.023 · 2014 · External reference
A Mechanistic Study of Smart Water Injection in the Presence of Nanoparticles for Sand Production Control in Unconsolidated Sandstone Reservoirs
10.1016/j.molliq.2020.114210 · 2020 · External reference
Fines Migration during CO2 Injection: Experimental Results Interpreted Using Surface Forces
10.1016/j.ijggc.2017.08.011 · 2017 · External reference
A PH-Resolved View of the Low Salinity Effect in Sandstone Reservoirs
10.1021/acs.energyfuels.6b00338 · 2016 · External reference
A Surface Charge Approach to Investigating the Influence of Oil Contacting Clay Minerals on Wettability Alteration
10.1021/acsomega.1c01221 · 2021 · External reference
Unresolved reference
2016 · External reference
Analyses of Processes, Mechanisms, and Preventive Measures of Shale-Gas Reservoir Fluid, Completion, and Formation Damage
10.2118/168164-ms · 2014 · External reference
The Theory of Stability of Highly Charged Lyophobic Sols and Coalescence of Highly Charged Particles in Electrolyte Solutions
10.1016/0079-6816(93)90013-l · 1941 · External reference
Theory of the Stability of Lyophobic Colloids: The Interaction of Sol Particles Having an Electric Double Layer
10.1021/j150453a001 · 1962 · External reference
The Electrical Double Layer around a Spherical Colloid Particle
10.1149/1.2427992 · 1961 · External reference
Effects of Born Repulsion on Particle Detachment
10.1080/00986448708911918 · 1987 · External reference
Fine Migration Control in Sandstones: Surface Force Analysis and Application of DLVO Theory
10.1021/acsomega.0c03943 · 2020 · External reference
Machine Learning in Reservoir Engineering: A Review
10.3390/pr12061219 · 2024 · External reference
Unlocking the Power of Artificial Intelligence: Accurate Zeta Potential Prediction Using Machine Learning
10.3390/nano13071209 · 2023 · External reference
Subsurface Analytics: Contribution of Artificial Intelligence and Machine Learning to Reservoir Engineering, Reservoir Modeling, and Reservoir Management
10.1016/s1876-3804(20)60041-6 · 2020 · External reference
Application of Machine Learning and Artificial Intelligence in Proxy Modeling for Fluid Flow in Porous Media
10.3390/fluids4030126 · 2019 · External reference
Modeling of Formation Damage during Smart Water Flooding in Sandstone Reservoirs
10.1038/s41598-023-44160-0 · 2023 · External reference
Pore-Plugging Prediction of Formation Damage during Fine Migration Using Machine Learning
10.3997/2214-4609.202439026 · 2024 · External reference
Machine Learning-Driven Identification and Predictive Mapping of Clogging Regimes in Porous Media
10.1016/j.jhydrol.2025.134106 · 2025 · External reference
Machine Learning-Based Models for Predicting Permeability Impairment Due to Scale Deposition
10.1007/s13202-020-00941-1 · 2020 · External reference
10.11159/iccpe22.126
10.11159/iccpe22.126 · External reference
10.1007/978-0-387-84858-7
10.1007/978-0-387-84858-7 · 2009 · External reference
A Review of Ensemble Learning and Data Augmentation Models for Class Imbalanced Problems: Combination, Implementation and Evaluation
10.1016/j.eswa.2023.122778 · 2024 · External reference
A Decision-Theoretic Generalization of on-Line Learning and an Application to Boosting
10.1006/jcss.1997.1504 · 1997 · External reference
Random Forests
10.1023/a:1010933404324 · 2001 · External reference
Greedy Function Approximation: A Gradient Boosting Machine
10.1214/aos/1013203451 · 2001 · External reference
Additive Logistic Regression: A Statistical View of Boosting (with Discussion and a Rejoinder by the Authors)
10.1214/aos/1016218223 · 2000 · External reference
Extremely Randomized Trees
10.1007/s10994-006-6226-1 · 2006 · External reference
Bagging Predictors
10.1023/a:1018054314350 · 1996 · External reference
CatBoost: Unbiased Boosting with Categorical Features
2018 · External reference
Unresolved reference
External reference
XGBoost: A Scalable Tree Boosting System. In Proceedings of the 22Nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (Vol, Pg 785, 2016)
2022 · External reference
Unresolved reference
2013 · External reference
Scikit-Learn: Machine Learning in Python
2011 · External reference
Scikit-Learn: Machine Learning in Python
2011 · External reference
Predicting the Critical Salt Concentrations of Monovalent and Divalent Brines to Initiate Fines Migration Using DLVO Modeling
10.1016/j.molliq.2022.118690 · 2022 · External reference
Fine Migration Control in Sandstones: Surface Force Analysis and Application of DLVO Theory
10.1021/acsomega.0c03943 · 2020 · External reference
Application of DLVO Modeling to Predict Critical PH for Fines Migration Pre- and Post-SiO2 and MgO Nanofluid Treatments in Sandstones
10.11159/jffhmt.2022.014 · 2022 · External reference
10.1007/978-94-015-9074-7
10.1007/978-94-015-9074-7 · 1998 · External reference
Unresolved reference
1948 · External reference
Theory of the Stability of Strongly Charged Lyophobic Sol and of the Adhesion of Strongly Charged Particles in Solutions of Electrolytes
10.1016/0079-6816(93)90013-l · 1941 · External reference
A Survey of Predictive Modeling on Imbalanced Domains
10.1145/2907070 · 2017 · External reference
Approximate Expressions for Retarded van Der Waals Interaction
10.1016/0021-9797(81)90018-7 · 1981 · External reference
Effect of Ionic Strength on the Interfacial Forces between Oil/Brine/Rock Interfaces: A Chemical Force Microscopy Study
10.1021/acs.energyfuels.5b02614 · 2016 · External reference
Ionic Interactions at the Crude Oil–Brine–Rock Interfaces Using Different Surface Complexation Models and DLVO Theory: Application to Carbonate Wettability
10.1021/acsomega.1c06954 · 2022 · External reference
Application of Nanofluid to Control Fines Migration to Improve the Performance of Low Salinity Water Flooding and Alkaline Flooding
10.1016/j.petrol.2014.09.023 · 2014 · External reference
Unresolved reference
1981 · External reference
Review on Physical and Chemical Factors Affecting Fines Migration in Porous Media
10.1016/j.watres.2022.118172 · 2022 · External reference
Application of DLVO Modeling to Study the Effect of Silica Nanofluid to Reduce Critical Salt Concentration in Sandstones
10.1088/1757-899x/1186/1/012001 · 2021 · External reference
Random Forests
10.1023/a:1010933404324 · 2001 · External reference
Extremely Randomized Trees
10.1007/s10994-006-6226-1 · 2006 · External reference
Greedy Function Approximation: A Gradient Boosting Machine
10.1214/aos/1013203451 · 2001 · External reference
A Review and Prospects of Manufacturing Process Knowledge Acquisition, Representation, and Application
10.3390/machines12060416 · 2024 · External reference
10.1007/978-94-015-9074-7
10.1007/978-94-015-9074-7 · 1998 · External reference
CatBoost: Unbiased Boosting with Categorical Features
2018 · External reference
XGBoost
10.1145/2939672.2939785 · 2016 · External reference
Extremely Randomized Trees
10.1007/s10994-006-6226-1 · 2006 · External reference
Zeta Potential in Sandpacks: Effect of Temperature, Electrolyte PH, Ionic Strength and Divalent Cations
10.1016/j.colsurfa.2018.05.048 · 2018 · External reference
The Zeta Potential of Quartz. Surface Complexation Modelling to Elucidate High Salinity Measurements
10.1016/j.colsurfa.2022.129507 · 2022 · External reference
