PUBLICATION
Elsevier, Energy & Buildings, 2024
From Tweets to Energy Trends (TwEn): An exploratory framework for machine learning-based forecasting of urban-scale energy behavior leveraging social media data
WILEY, Book Chapter, 2024
Occupant-Driven Urban Building Energy Efficiency via Ambient Intelligence
WILEY, Book Chapter, 2024
Digital Twin for Citywide Energy Modeling and Management
Elsevier, Energy & Buildings, 2024
Unraveling Energy Justice in NYC Urban Buildings Through Social Media Sentiment Analysis and Transformer Deep Learning
Fortune, Envi. Sci. & Public Health, 2024
Exploring U.S. Occupant Perception Toward Indoor Air Quality Via Social Media and NLP Analysis
WILEY, BOOK Editing, 2024
Artificial Intelligence in Performance-Driven Design: Theories, Methods, and Tools
WILEY, Book Chapter, 2024
A Hybrid Physics-Based Machine Learning Approach for Integrated Energy and Exposure Modeling
WILEY, Book Chapter, 2024
Machine Learning in Urban Building Energy Modeling
WILEY, Book Chapter, 2024
Decoding Global Indoor Health Perception on Social Media Through NLP and Transformer Deep Learning
ARCC, 2023
An Evolutionary Multi-objective Optimization Tool for Designing Kinetic Facades Integrating Daylight and Lighting Energy Simulation
SimAUD + ANNSIM, 2022
An Optimization Framework and Tool for Context-sensitive Solar-driven Design Using Cellular Automata (SDCA)
ARCC, 2022
Towards Alternative Live-Work Development: An Integrated design Approach
AMPS, 2022
Energy Justice, Indoor Air Quality, and Community Resilience Against Covid-19 Pandemic
Elsevier, Sustainable Cities and Society, 2022
A framework for integrated energy and exposure to ambient particulate pollution (iEnEx) assessment toward energy efficient, healthy, and equitable cities
ACSA-UIA 2021 RIO, 2021
Socioeconomic determinants of public health and residential building energy use in Chicago
Elsevier, Environmental Research, 2020
Predicting intraurban PM2.5 concentrations using enhanced machine learning approaches and incorporating human activity patterns
IIT PhD Journal, Guest Editing, 2020
PROMETHEUS 04Buildings, Cities, and Performance II
Elsevier, Applied Energy, 2019
An integrated data-driven framework for urban energy use modeling (UEUM)
Elsevier, Building and Environment, 2019
Urban energy use modeling methods and tools: A review and an outlook
IIT PhD Journal, 2019
A hybrid simulation and artificial intelligence-based framework for analyzing indoor air quality and energy
Taylor & Francis, 2017
Towards an adaptive urbanism beyond hard control: The theories of Johnson and Lefebvre
