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A Physics-Constrained Transformer Framework for Predicting Oil–Water Relative Permeability in Porous Media

https://doi.org/10.2139/ssrn.6889399
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Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1002/2013rg000433openalex-snapshot
Three-phase flow in porous media: A review of experimental studies on relative permeability
inferredcites →https://doi.org/10.1007/s13202-018-0578-5openalex-snapshot
Real-time relative permeability prediction using deep learning
inferredcites →https://doi.org/10.1016/b978-0-444-63533-4.00010-xopenalex-snapshot
Relative Permeability
inferredcites →https://doi.org/10.1016/j.egyai.2020.100041openalex-snapshot
Artificial intelligence in oil and gas upstream: Trends, challenges, and scenarios for the future
inferredcites →https://doi.org/10.1016/j.energy.2022.123284openalex-snapshot
Machine learning assisted relative permeability upscaling for uncertainty quantification
inferredcites →https://doi.org/10.1016/j.fuel.2014.09.058openalex-snapshot
Connectionist approach estimates gas–oil relative permeability in petroleum reservoirs: Application to reservoir simulation
inferredcites →https://doi.org/10.1016/j.jngse.2020.103659openalex-snapshot
Comparison of kriging, machine learning algorithms and classical thermodynamics for correlating the formation conditions for CO2 gas hydrates and semi-clathrates
inferredcites →https://doi.org/10.1016/j.petlm.2015.07.008openalex-snapshot
Evolving simple-to-use method to determine water–oil relative permeability in petroleum reservoirs
inferredcites →https://doi.org/10.1201/9781351076326openalex-snapshot
Relative Permeability of Petroleum Reservoirs
inferredcites →https://doi.org/10.2118/132159-paopenalex-snapshot
Simultaneous Estimation of Relative Permeability and Porosity/Permeability Fields by History Matching Production Data
inferredcites →https://doi.org/10.2118/191127-paopenalex-snapshot
Analytical Corrections to Core Relative Permeability for Low-Flow-Rate Simulation
inferredcites →https://doi.org/10.2118/196022-paopenalex-snapshot
A Hybrid Approach for the Prediction of Relative Permeability Using Machine Learning of Experimental and Numerical Proxy SCAL Data
inferredcites →https://doi.org/10.2118/3551-paopenalex-snapshot
Use of a Reservoir Simulator To Interpret Laboratory Waterflood Data
inferredcites →https://doi.org/10.2118/3634-paopenalex-snapshot
Effect of Overburden Pressure and Water Saturation on Gas Permeability of Tight Sandstone Cores
inferredcites →https://doi.org/10.2118/36714-msopenalex-snapshot
On the Use of Model Experiments for Assessing Improved Gas-Condensate Mobility Under Near-Wellbore Flow Conditions
inferredcites →https://doi.org/10.2118/38880-msopenalex-snapshot
Extending Predictive Capabilities to Network Models
inferredcites →https://doi.org/10.2118/38923-msopenalex-snapshot
The Effects of High-Velocity Flow and PVT Changes Near the Wellbore on Condensate Well Performance
inferredcites →https://doi.org/10.2118/44-paopenalex-snapshot
Characteristics of the Delaware Formation
inferredcites →https://doi.org/10.2118/4580-paopenalex-snapshot
The Effects of Water Injection on Miscible Flooding Methods Using Hydrocarbons and Carbon Dioxide
inferredcites →https://doi.org/10.2118/49165-msopenalex-snapshot
Ubit Field Rejuvenation: A Case History of Reservoir Management of a Giant Oil Field, Offshore Nigeria
inferredcites →https://doi.org/10.2118/49267-msopenalex-snapshot
Determination of Gas-Condensate Relative Permeabilities from Field Production Data
inferredcites →https://doi.org/10.2118/49316-msopenalex-snapshot
Validation of Gravity-dominated Relative Permeability and Residual Oil Saturation in a Giant Oil Reservoir
inferredcites →https://doi.org/10.2118/49321-msopenalex-snapshot
Implementation of Multirate Technique to Measure Relative Permeabilities Accounting
inferredcites →https://doi.org/10.2118/49325-msopenalex-snapshot
Determination of Oil/Water Saturation Functions of Chalk Core Plugs from Two-Phase Flow Experiments
inferredcites →https://doi.org/10.2118/5016-paopenalex-snapshot
Numerical Simulation of Steam Displacement Field Performance Applications
inferredcites →https://doi.org/10.2118/5554-paopenalex-snapshot
Relative Permeability Studies of Gas-Water Flow Following Solvent Injection in Carbonate Rocks
inferredcites →https://doi.org/10.2118/56837-paopenalex-snapshot
Practical Considerations in the Analysis of Gas-Condensate Well Tests
inferredcites →https://doi.org/10.2118/5853-paopenalex-snapshot
Designing a Steamflood Pilot in the Thick Monarch Sand of the Midway-Sunset Field
inferredcites →https://doi.org/10.2118/62497-paopenalex-snapshot
Modeling Relative Permeability Effects in Gas-Condensate Reservoirs With a New Trapping Model
inferredcites →https://doi.org/10.2118/629-paopenalex-snapshot
Waterflood Prediction Methods Compared to Pilot Performance in Carbonate Reservoirs
inferredcites →https://doi.org/10.2118/65631-msopenalex-snapshot
Two-Phase Relative Permeability Prediction Using a Linear Regression Model
inferredcites →https://doi.org/10.2118/709-gopenalex-snapshot
The Effect of Fluid-Flow Rate and Viscosity on Laboratory Determinations of Oil-Water Relative Permeabilities
inferredcites →https://doi.org/10.2118/953325-gopenalex-snapshot
The Effect of Overburden Pressure on Relative Permeability
inferredcites →https://doi.org/10.23867/at0002dopenalex-snapshot
Atlas of Texas Major Oil Reservoirs
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