Copyright © 2026 Authors retain the copyright of this article. This article is an open access article distributed under the Creative Commons Attribution License which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

@article{204928,
        author = {Rushabh Bhalgat and Aaryan Bairagi and Tanmay Chandgude and Kalpesh Paste and Prof. Sadhana Kekan},
        title = {D-SHIELD: Digital Twin Stampede Hazard Identification and Detection System},
        journal = {International Journal of Innovative Research in Technology},
        year = {2026},
        volume = {13},
        number = {1},
        pages = {4904-4913},
        issn = {2349-6002},
        url = {https://ijirt.org/article?manuscript=204928},
        abstract = {},
        keywords = {Crowd monitoring, Digital twin, Edge computing, Physics-aware detection, Stampede prediction, YOLOv8.},
        month = {June},
        }