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Mariam Shakeel

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Open access Aug 2026

Physics-Guided Machine Learning for Predicting Critical Salt Concentration and pH in Sandstone Reservoirs

Fines migration is a critical formation-damage mechanism in sandstone reservoirs, causing permeability reduction and injectivity loss during water flooding and injection operations. The onset of fines mobilization is governed by various key physicochemical thresholds, including critical salt concentration (CSC) and cri...

S. Belkhir, R. Muneer, Mariam Shakeel et al. · 0 citations

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