Dr. Aiden R. Thakur. “Convergent Frameworks for Evaluation and Ethical Deployment of Autonomous Aerial and Ground Vehicles: Simulation-Informed Edge-AI, Scenario Generation, and Explainable Decision Architectures”. Library of Ethiopian International Journal of Multidisciplinary Research, vol. 12, no. 11, Nov. 2025, pp. 582-90, doi:10.55640/leijmr.v12i11.148.