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Authors
Fayyad, Eman M.
Ipadeola, Adewale K.
Sliem, Mostafa H.
Abdeen, Dana
Al-Qahtani, Noora
RajKumar, Ashwin
Jeffrey, Joel
Yalavarthy, Phaneendra K.
Abdullah, Aboubakr M. https://orcid.org/0000-0001-8406-9782
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Funding
Funding for this research was provided by:
Qatar University
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Article History
Received: 26 February 2025
Accepted: 17 July 2025
First Online: 26 August 2025
Declarations
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: The authors declare no known competing financial or personal interests.
: Supporting Information: Plots of Rct and corrosion rates against inhibitors concentrations, electrochemical impedance spectroscopy (EIS) data of samples without SiO2 deposit, potentiodynamic polarization (PDP), EDX spectra and elemental composition, XPS wide scan, and high resolution XPS of S 2p spectra of CS with/with SiO2 deposit in the presence of CR1 and CR2 inhibitors, LR analysis features, refitting models with Pinh, and LR coefficients, and RF, XGBoost and SHAP features.
