1. Ph.D. Student, School of Civil and Environmental Engineering, Georgia Institute of Technology, Atlanta, GA.
2. City Infrastructure Analytics Director, School of Civil and Environmental Engineering, Georgia Institute of Technology, Atlanta, GA.
3. Frederick Law Olmsted Professor, School of Civil and Environmental Engineering, Georgia Institute of Technology, Atlanta, GA.