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
Funding for this research was provided by:
Qatar University
Article History
Received: 26 February 2025
Accepted: 17 July 2025
First Online: 26 August 2025
Declarations
:
: The authors declare no known competing financial or personal interests.
: Supporting Information: Plots of R ct and corrosion rates against inhibitors concentrations, electrochemical impedance spectroscopy (EIS) data of samples without SiO 2 deposit, potentiodynamic polarization (PDP), EDX spectra and elemental composition, XPS wide scan, and high resolution XPS of S 2p spectra of CS with/with SiO 2 deposit in the presence of CR1 and CR2 inhibitors, LR analysis features, refitting models with P inh , and LR coefficients, and RF, XGBoost and SHAP features.