The global energy industry is undergoing a significant transformation, with growing demand, depleting conventional resources, and the need for improved oil recovery techniques converging to shape new trends in upstream oil and gas operations. One such advancement is Chemical Enhanced Oil Recovery (CEOR), a tertiary recovery method that has gained substantial attention for its potential to...