Umesh Kumar Lilhore, Yogesh Kumar Sharma, Kavitha Venkatachari, Nikhil Kumar Jain, Sultan Aldossary, Shimaa A. Hussien, Ehab Seif Ghith, Lidia Gosy Tekeste, Sarita Simaiya. "Real time fire and smoke detection using vision transformers and spatiotemporal learning." Scientific Reports (2026). https://doi.org/10.1038/s41598-026-36687-9