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Frontiers in Energy Research, 2025
From Tweets to Energy Trends (TwEn2): Social Sensing–Informed Urban Building Energy Modeling
MDPI, Architecture, 2026
AI-Enhanced Urban Building Energy Modeling for Health-Driven Decarbonization in Vulnerable Communities
MDPI, Urban Science, 2026
A Framework for Augmenting Simulation-Based Building Energy Models with Earth Observational Microclimate Data Using Machine Learning Predictions
E3S Web of Conferences, 2026
A Framework for Designing Kinetic Fabric Shading Systems Optimizing Integrated Energy, Daylight, and View Clarity Metrics
Elsevier, Energy & Buildings, 2024
Unraveling Energy Justice in NYC Urban Buildings Through Social Media Sentiment Analysis and Transformer Deep Learning
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
Elsevier, Energy & Buildings, 2025
Bridging the simulation-to-reality gap: A comprehensive review of microclimate integration in urban building energy modeling (UBEM)
Elsevier, Sustainable Cities & Society, 2025
Leveraging Earth Observational Data Products and Machine Learning to Enhance Urban Building Energy Modeling (UBEM) with Microclimate Effects
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
Emerald, Tourism Cities, 2024
Handicrafts as cultural creative clusters: a spatial-cultural planning approach for the regeneration of the urban historical fabrics
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
AMPS, 2022
Energy Justice, Indoor Air Quality, and Community Resilience Against Covid-19 Pandemic
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
ARCC, 2023
An Evolutionary Multi-objective Optimization Tool for Designing Kinetic Facades Integrating Daylight and Lighting Energy Simulation
IIT PhD Journal, Guest Editing, 2020
PROMETHEUS 04Buildings, Cities, and Performance II
Elsevier, Environmental Research, 2020
Predicting intraurban PM2.5 concentrations using enhanced machine learning approaches and incorporating human activity patterns
ACSA-UIA 2021 RIO, 2021
Socioeconomic determinants of public health and residential building energy use in Chicago
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
Taylor & Francis, 2017
Towards an adaptive urbanism beyond hard control: The theories of Johnson and Lefebvre
IIT PhD Journal, 2019
A hybrid simulation and artificial intelligence-based framework for analyzing indoor air quality and energy
Elsevier, Building and Environment, 2019
Urban energy use modeling methods and tools: A review and an outlook
Elsevier, Applied Energy, 2019
An integrated data-driven framework for urban energy use modeling (UEUM)
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