Fire Department of the City of New York, Fire Department of the City of New York, Fire Department of the City of New York, Columbia University, Columbia University, Columbia University, University of Southern California - Sonny Astani Department of Civil and Environmental Engineering, Fire Department of the City of New York, Columbia University, Columbia University - Department of Industrial Engineering and Operations Research (IEOR), Columbia University and Fire Department of the City of New York