“A Review of Bioethanol Derived from Lignocellulosic Agricultural Waste: Fermentation Pathways, Microbial Roles, Bioreactor Design, and Process Integration”, ijcs, vol. 15, no. 2, pp. 112–146, Aug. 2026, doi: 10.15294/ijcs.v15i2.50010.