Faculty Profile

Clayton Miller is an Associate Professor of Urban Analytics based at Singapore Management University (SMU) in the College of Integrative Studies (CIS). His research focuses on characterizing human experiences in both indoor and outdoor environments, particularly in relation to comfort, health, and productivity, through the convergence of architecture, engineering, data science, and human-computer interaction. Dr. Miller's team leads the development of the open-source smartwatch-based Cozie wellness and comfort data collection project, as well as the ASHRAE Great Energy Predictor III and Cool, Quiet City Kaggle competitions, and the SpaceMatch activity-based workstation optimization platform. He is the creator of the YouTube online course titled "Data Science for Construction, Architecture, and Engineering," which was formerly an edX course with over 43,000 participants worldwide.

Qualifications

• Doctorate of Science, Swiss Federal Institute of Technology (ETH Zürich), 2017
• Master of Science (MSc. Building), National University of Singapore, 2011
• Master of Architectural Engineering,  University of Nebraska, 2007
• Bachelor of Science in Architectural Engineering,  University of Nebraska, 2006

Research Interests

• AI-driven human-building-city interaction for occupant-centric wellbeing, productivity, and satisfaction
• Sustainability, resource conservation, and energy efficiency in the built environment
• Interdisciplinary data science applications for buildings and cities