Du, S. 2025. Assessing the Impact of Adaptive Traffic Signals on Manhattan’s Traffic Pattern Using Origin-Destination Analysis and YOLOv8 Real-Time Detection Model. Transactions on Engineering and Technology Research. 5, (Dec. 2025), 66–76. DOI:https://doi.org/10.62051/z8djjw91.