Jagar A. Ali

M. A.Jamal, A. S.Mohammed, and J. A.Ali, “Chemical Composition–Driven Modeling of Rheological Properties in Sustainable Oil Well Cement Using Individual Oxides and Indices With Micro- and Nano-Silica Additives.” Journal of Petroleum Geology (2026): . https://doi.org/10.1111/jpg.70077 Conflicts of Interest The authors declare no conflicts of interest. Data Availability Statement The data will be available upon request.

Industrial & Engineering Chemistry Research Cite this: Ind. Eng. Chem. Res. 2025, XXXX, XXX Click to copy citationCitation copied! . This publication is licensed under CC-BY 4.0 . You are free to share (copy and redistribute) this article in any medium or format and to adapt (remix, transform, and build upon) the material for any purpose, even commercially within the parameters below: Creative Commons (CC): This is a Creative Commons license. Attribution (BY): Credit must be given to the creator.

1. Introduction Click to copy section linkSection link copied! Carbonate reservoirs accumulate a significant amount of hydrocarbons globally, playing a crucial role in providing millions of barrels of hydrocarbon daily for the world energy. (1,2) Due to the complexity and variations in reservoir parameters, carbonate reservoirs are defined as heterogeneous with various distributions of hydrocarbons and challenging recovery mechanisms. (1,3) In another descriptive way, Chen et al.