Publications
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. "Performance-Based Evaluation of Courtyard Design in China’s Cold-Winter Hot-Summer Climate Regions." Sustainability 10.11 (2018) 3950. 
PDF (2.55 MB)
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PDF (2.55 MB). "Representation and evolution of urban weather boundary conditions in downtown Chicago." Journal of Building Performance Simulation (2018) 1 - 14. PDF (1.33 MB)
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PDF (1.33 MB). "When Data Analytics Meet Site Operation: Benefits and Challenges." 2018 ACEEE Summer Study on Energy Efficiency in Buildings. 2018. PDF (1.52 MB)
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PDF (1.52 MB). "Assessing the Potential to Reduce U.S. Building CO2 Emissions 80% by 2050." Joule (2019). PDF (3.72 MB)
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PDF (3.72 MB). "Assessment of occupant-behavior-based indoor air quality and its impacts on human exposure risk: A case study based on the wildfires in Northern California." Science of The Total Environment 686 (2019) 1251 - 1261. PDF (2.8 MB)
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PDF (2.8 MB). "Development of city buildings dataset for urban building energy modeling." Energy and Buildings 183 (2019) 252 - 265. PDF (1.41 MB)
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PDF (1.41 MB). "Forecasting district-scale energy dynamics through integrating building network and long short-term memory learning algorithm." Applied Energy 248 (2019) 217 - 230. PDF (1.24 MB)
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PDF (1.24 MB). "Integrating physics-based models with sensor data: An inverse modeling approach." Building and Environment 154 (2019) 23 - 31. PDF (275.63 KB)
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PDF (275.63 KB). "An inverse approach to solving zone air infiltration rate and people count using indoor environmental sensor data." Energy and Buildings 198 (2019) 228 - 242. PDF (7.49 MB)
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PDF (7.49 MB). "Linking energy-cyber-physical systems with occupancy prediction and interpretation through WiFi probe-based ensemble classification." Applied Energy 236 (2019) 55 - 69. PDF (2.05 MB)
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PDF (2.05 MB). "Prototyping the BOPTEST Framework for Simulation-Based Testing of Advanced Control Strategies in Buildings." IBPSA Building Simulation 2019. Rome, Italy, 2019. PDF (851.68 KB)
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PDF (851.68 KB). "Revealing Urban Morphology and Outdoor Comfort through Genetic Algorithm-Driven Urban Block Design in Dry and Hot Regions of China." Sustainability 11.13 (2019) 3683. PDF (2.74 MB)
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PDF (2.74 MB). "The Squeaky wheel: Machine learning for anomaly detection in subjective thermal comfort votes." Building and Environment 151 (2019) 219 - 227. PDF (1.17 MB)
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PDF (1.17 MB). "The Squeaky wheel: Machine learning for anomaly detection in subjective thermal comfort votes." Building and Environment 151 (2019) 219 - 227. PDF (1.17 MB)
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PDF (1.17 MB). "Validation of an inverse model of zone air heat balance." Building and Environment 161 (2019) 106232. PDF (1.64 MB)
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PDF (1.64 MB). "Culture, conformity, and carbon? A multi-country analysis of heating and cooling practices in office buildings." Energy Research & Social Science 61 (2020) 101344. PDF (3.66 MB)
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PDF (3.66 MB). "Ten questions on urban building energy modeling." Building and Environment 168 (2020) 106508. PDF (1.92 MB)
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PDF (1.92 MB). "Ten questions on urban building energy modeling." Building and Environment 168 (2020) 106508. PDF (1.92 MB)
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PDF (1.92 MB). "Ten questions on urban building energy modeling." Building and Environment 168 (2020) 106508. PDF (1.92 MB)
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PDF (1.92 MB)