PROJECT 012

An Interactive Digital Platform for Promoting Community Health Resilience

Integrated Sensing, Big Data, Deep Learning, and Augmented Reality Approach 

PROJECT 011

Post-Pandemic Teleworking

Challenges and Opportunities for Developing Live-Work Spaces 

• Proceeding Paper, 2022

• Presented in part at the ARCC-EAAE 2022 International Conference in Miami, March 3rd

PROJECT 010

Evaluating Occupant Feedback on Eenrgy and Indoor Environmental Quality Due to COVID-19 Stay-at-Home 

An integrated Natural Language Processing (NLP) and Emotion–Artificial Intelligence Approach Using Social-Media Data 

• Presented in part at Livable Cities, A Conference on Issues Affecting Life in Cities organized by AMPS (Architecture, Media, Politics, Society) at New York City, Thursday June 15th, 2023 @ 8:00PM - 9:30 PM ET, Track 2, Healthy Cities iv session; titled "Evaluating Spatial Disparities of Occupant Sentiment on Indoor Air Quality Across Communities in NYC Using Twitter Data, NLP, and Emotion-AI Approaches" 
• Pre-print published at Research Square, 2022, "Evaluating Occupant Feedback on Indoor Air Quality Perception During Covid Stay-at-home Using Social Media Data: A Nationwide Study in the U.S" (link).
• Journal article published at Fortune Journal of Environmental Science and Public Health, 2024, "Exploring U.S. Occupant Perception Toward Indoor Air Quality Via Social Media and NLP Analysis" (link).
• Book Chapter published at Wiley, 2024, "Decoding Global Indoor Health Perception on Social Media Through NLP and Transformer Deep Learning", (link).
• Journal article published at Elsevier Journal of Energy & Buildings, 2024, "Unraveling energy justice in NYC urban buildings through social media sentiment analysis and transformer deep learning" (link).

PROJECT 009

An Integrated Framework for Health-driven Urban Building Energy Modeling (H-UBEM) 

A Hybrid Data-driven and Physics-based Approach 

PROJECT 008

EquitableResilince.io (ER.io): COVID-19 Pandemic and Equitable  Resilience

Exploring Occupancy, Energy, and Health Disparities Using Smart data 

• Info

• Tool A: Transit

• Tool B: Parks

• Presented in part at the EDRA53 Conference, June 2022, Greenville, SC

PROJECT 007

iEnEx: A framework for Integrated Energy and Exposure to Ambient Pollution Assessment 

Toward Low-carbon, Healthy, and Equitable Cities 

• Info

• Tool, 2021

• Article published at the Elsevier Journal of Sustainable Cities and Society, 2021

• Presented at the SIU Global Solutions Teach-In, Smart Cities 2 Session, March 30th, 2022

PROJECT 006

NVResilience.io: A Web-based Tool for Exploring Natural Ventilation Implications on Community Social and Health Resilience Against Airborne Particles and Viruses

An Envisioning for Healthy and Equitable Cities 

• Info

• Tool

• Proceeding Paper, 2022

• Presented at the 2021 AMPS (Architecture, Media, Politics, Society) Conference, Dec 3rd

PROJECT 005

A Decision-support Design Framework for Integrated Energy Efficiency and Exposure Modeling for Context-Sensitive Natural Ventilation 

A Hybrid Physics-based and Data-driven Approach

• Presented at 2022 Building Performance Analysis and SimBuild conference in Chicago, Sep 14-16

• Proceeding Paper

PROJECT 004

Early-Stage Context-sensitive Urban Building Design Using Cellular Automata

• SDCA Tool Launched, 2021 

• Proceeding Paper, 2022,

• Free Access 

• Presented at the Joint SimAUD and ANNSIM Conference, San Diego, CA, July 19th, 2022

PROJECT 003

Understanding Indoor to Outdoor PM2.5 Transport via Changes in Human Activity Patterns 

Lessons from COVID-19 Pandemic 

PROJECT 002

Autonomous  Local PM2.5-Congestion Detection

Integrated UAV, Imagery, and Deep Learning  Approach