1. Postdoctoral Research Assistant, Center for Sustainable and Resilient Infrastructure, Virginia Tech Transportation Institute, 3500 Transportation Research Plaza, Blacksburg, VA 24061 (corresponding author). ORCID: .
2. Senior Researcher, Center for Sustainable and Resilient Infrastructure, Virginia Tech Transportation Institute, 3500 Transportation Research Plaza, Blacksburg, VA 24061.
3. Director, Center for Sustainable and Resilient Infrastructure, Virginia Tech Transportation Institute, 3500 Transportation Research Plaza, Blacksburg, VA 24061.
4. Principal Research Scientist, Virginia Transportation Research Council, 530 Edgemont Rd., Charlottesville, VA 22903.