The oil and gas industry is continuously seeking advanced methods to maximize extraction from mature and complex reservoirs. Conventional recovery techniques often leave a large portion of oil unrecovered, prompting the adoption of Chemical Enhanced Oil Recovery (EOR) solutions. By injecting polymers, surfactants, and alkali chemicals into reservoirs, chemical EOR improves oil mobility,...