The global oil and gas sector faces ongoing challenges in maintaining production levels as reservoirs age and conventional recovery techniques reach their limits. Chemical Enhanced Oil Recovery (EOR) has emerged as a highly effective solution, employing polymers, surfactants, and alkali solutions to improve oil displacement, enhance sweep efficiency, and increase overall recovery rates. This...