Spatial knowledge and firefighters’ wayfinding performance: A virtual reality search and rescue experiment

Yangming Shi, John Kang, Pengxiang Xia, Oshin Tyagi, Ranjana K. Mehta, Jing Du

Safety Science, vol. 139, 2021 May 30

Brain Activity-Based Metrics for Assessing Learning States in VR under Stress among Firefighters: An Explorative Machine Learning Approach in Neuroergonomics.

Maher Abujelala, Rohith Karthikeyan, Oshin Tyagi, Jing Du, Ranjana K. Mehta

Brain Sciences, vol. 11(7), 2021 May 29

Learning Under Stress in Virtual Reality-based Emergency Scenarios

John Kang, Oshin Tyagi, Yangming Shi, Jing Du, Ranjana K. Mehta

Proceedings of the Human Factors and Ergonomics Society Annual Meeting, vol. 64(1), 2020 Oct 30, pp. 1702-1702