introduction enhanced oil recovery (eor) techniques have become increasingly vital as the world’s demand for energy continues to grow. traditional primary and secondary recovery methods often leave a significant portion of oil reserves unrecovered, typically around 60-70% of the original oil in place (ooip). eor methods aim to extract this residual oil, thereby extending the...