Benjamin Swain

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About

Benjamin Swain is a leading researcher in transportation engineering, with a primary focus on human–automated vehicle interactions and traffic flow dynamics. His most influential work examines how autonomous vehicles (AVs) reshape the car-following behavior of human drivers—a critical yet underexplored area in the era of mixed-autonomy traffic. In his highly cited 2019 study (90 citations), Swain demonstrated that AVs, which operate on fundamentally different decision-making logic than humans, can significantly alter the driving patterns of surrounding human drivers, often leading to unexpected safety and efficiency outcomes. This work has become foundational for designing safer, more predictable AV algorithms and informing policy on AV deployment. Swain’s research bridges behavioral psychology and control theory, offering practical insights for engineers and urban planners. His contributions have been recognized through invited talks at major transportation conferences and collaborations with industry partners. By revealing the subtle yet powerful influence of machines on human driving, Swain continues to shape the future of intelligent transportation systems.