Research / Areas of Research Human Systems
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- Data Science and Smart Cities
- Modeling and Network Analysis
- Public Health
- Urban Planning and Design
- Policy
Data Science & Smart Cities
![Credits: A. Punel & A. Stathopoulos](../../images/research/research-areas/human-systems/data-science.jpg)
Research Topics
Data mining & machine learning in emerging mobility systems • deployment, control & management of autonomous & connected vehicles • new business & service models for mobility-as-a-service • forecasting network traffic flow dynamics • predictive analytics for freight supply chains • urban environmental sensing
Faculty
- Pablo Durango-Cohen
- Hani Mahmassani
- Yu (Marco) Nie
- Aaron Packman
- Joseph Schofer
- Amanda Stathopoulos
- Hyejin Youn
Modeling & Network Analysis
![Credits: M. Nie](../../images/research/research-areas/human-systems/modeling.jpg)
Research Topics
Social networks & behavior • disruption & evacuation modelingand optimization • congestionand reliability • multimodal network assignment • spatial network modeling • disequilibrium modeling of networks • water systems modeling & design • supply chain & logistics systems modeling & design • transportation networks modeling • network resilience
Faculty
Public Health
![Credits: E. Hartmann & V. Tchompalov](../../images/research/research-areas/human-systems/public-health.jpg)
Research Topics
Tissue regenerative engineering • global health & sanitation • indoor air quality • antibiotic resistance • Hg & Pb poisoning • disinfectant overuse • pandemic propagation models • network traffic flow science • theory & modeling of urban flooding • wastewater-based surveillance modeling • climate change impacts
Faculty
Urban Planning & Design
![Credits: K. Gray & D. Farr](../../images/research/research-areas/human-systems/urban-planning-design.jpg)
Research Topics
Sustainable development • adaptive & resilient urban design • urban travel forecasting • crowd behavior modeling & management • large event planning & operation • evacuation modeling & optimization • location choices of people & firms • urban green infrastructure • urban water systems
Faculty
Policy
![Credits: E. Borowski & A. Stathopoulos](../../images/research/research-areas/human-systems/policy.jpg)
Research Topics
Travel demand management • telemobility engagement • traffic safety & micromobility • supply chains & logistics • real time data to support policy making • decision making models • uncertainty & robust decision aid • urban water systems • water security • pandemic response • wastewater surveillance