Publications: Modeling & Simulation
. "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) . Energy and BehaviourDeveloping quantitative insights on building occupant behaviour: Supporting modelling tools and datasets. Elsevier, 2020. PDF (886.11 KB)
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PDF (886.11 KB) . "Reinforcement learning for building controls: The opportunities and challenges." Applied Energy 269 (2020) 115036. PDF (3.38 MB)
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PDF (3.38 MB) . "Revisiting individual and group differences in thermal comfort based on ASHRAE database." Energy and Buildings 219 (2020) 110017. PDF (2.41 MB)
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PDF (2.41 MB) . "Contextualising adaptive comfort behaviour within low-income housing of Mumbai, India." Building and Environment 177 (2020) 106877. PDF (4.38 MB)
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PDF (4.38 MB) . "Nexus of thermal resilience and energy efficiency in buildings: A case study of a nursing home." Building and Environment 177 (2020) 106842. PDF (2.23 MB)
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PDF (2.23 MB) . "Dimension analysis of subjective thermal comfort metrics based on ASHRAE Global Thermal Comfort Database using machine learning." Journal of Building Engineering 29 (2020) 101120. PDF (1.71 MB)
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PDF (1.71 MB) . "Introducing IEA EBC Annex 79: Key challenges and opportunities in the field of occupant-centric building design and operation." Building and Environment (2020) 106738. PDF (1.17 MB)
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PDF (1.17 MB) . "Modeling Thermal Interactions between Buildings in an Urban Context." Energies 13.9 (2020) 2382. PDF (4.5 MB)
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PDF (4.5 MB) . "Optimization of Window Positions for Wind-Driven Natural Ventilation Performance." Energies 13.10 (2020) 2464. PDF (2.52 MB)
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PDF (2.52 MB) . Accuracy of HVAC Load Predictions: Validation of EnergyPlus and DOE-2 using FLEXLAB Measurements. 2020. PDF (10.21 MB)
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PDF (10.21 MB) . "Building thermal load prediction through shallow machine learning and deep learning." Applied Energy 263 (2020) 114683. PDF (3.54 MB)
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PDF (3.54 MB) . "State-of-the-art on research and applications of machine learning in the building life cycle." Energy and Buildings 212 (2020) 109831. PDF (1.13 MB)
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PDF (1.13 MB) . "Quantifying the impacts of climate change and extreme climate events on energy systems." Nature Energy 5.2 (2020) 150 - 159. PDF (756.95 KB)
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PDF (756.95 KB) . "Learning occupants’ indoor comfort temperature through a Bayesian inference approach for office buildings in United States." Renewable and Sustainable Energy Reviews 119 (2020) 109593. PDF (1.81 MB)
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PDF (1.81 MB) . "Linking human-building interactions in shared offices with personality traits." Building and Environment 170 (2020) 106602. PDF (2.1 MB)
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PDF (2.1 MB) . "System-level key performance indicators for building performance evaluation." Energy and Buildings 209 (2020) 109703. PDF (1.92 MB)
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PDF (1.92 MB) . "Learning occupants’ indoor comfort temperature through a Bayesian inference approach for office buildings in United States." Renewable and Sustainable Energy Reviews (2019) 109593. PDF (1.84 MB)
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PDF (1.84 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) . "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) . "Cross-source sensing data fusion for building occupancy prediction with adaptive lasso feature filtering." Building and Environment 162 (2019) 106280. PDF (1.36 MB)
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PDF (1.36 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) . "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) . "Key issues and novel optimization approaches of industrial waste heat recovery in district heating systems." Energy 188 (2019) 116005. PDF (1.35 MB)
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