Shuyun Cao, Yubao Cao, Yongwei Li, Hong Wang. "Biomass derived nitrogen and sulfur codoped carbon dots as efficient corrosion inhibitors for carbon steel in acidic environment." Scientific Reports, 2026. doi:10.1038/s41598-025-14983-0