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An integrated data-driven framework for urban energy use modeling (UEUM) Link to publication
Developing a data-driven framework for multiscale integrated urban building and transportation energy modeling Link to publication
Hybrid data-driven and physics-based urban building energy modeling Link to publication



A framework for integrated energy and exposure to ambient pollution (iEnEx) assessment toward low-carbon, healthy, and equitable cities Link to publication
Predicting intraurban PM2. 5 concentrations using enhanced machine learning approaches and incorporating human activity patterns Link to publication


An Optimization Framework And Tool For Context-Sensitive Solar-Driven Design Using Cellular Automata (SDCA) Link to publication
SCDA: Optimization Tool for Solar-driven Design Using Cellular Automata Link to publication




Embodied energy of buildings: A review of data, methods, challenges, and research trends Link to publication
Integrated urban building energy modeling and retrofit (UBEM-R) Link to publication



Socioeconomic determinants of public health and residential building energy use in Chicago Link to publication
Urban building energy modeling via human-centered optimization Link to publication ( A web-based interactive tool for modeling human feedback on big textual data Link to publication
Covid-19 pandemic and equitable resilience within the built environment: Exploring occupancy, energy, and health disparities using smart data Link to publication