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Elsevier
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Building and Environment
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Energy and Buildings
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2026
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2023
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Athanasios Tzempelikos
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Author: Athanasios Tzempelikos
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A two-stage privacy-preserving framework for occupancy and internal heat gain estimation in buildings using deep learning
NARA Subscribed
Energy and Buildings
· 2026 · Vol. 368 · Elsevier
Dongjun Mah
;
Athanasios Tzempelikos
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Quantifying the consistency and informativity of thermal sensation votes for comfort-driven building control
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Building and Environment
· 2026 · Vol. 291 · Pergamon
Zhihao Ma
;
Athanasios Tzempelikos
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Non-invasive assessment of the visual environment using conditional generative adversarial networks
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Building and Environment
· 2026 · Vol. 287 · Pergamon
Sichen Lu
;
Dongjun Mah
;
Athanasios Tzempelikos
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Toward AI-assisted, human-centered daylighting operation: Non-invasive daylighting preference evaluation using deep learning
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Building and Environment
· 2026 · Vol. 287 · Pergamon
Sichen Lu
;
Dongjun Mah
;
Athanasios Tzempelikos
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A convolutional autoencoder-based method for learning and ranking personal daylighting preference
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Building and Environment
· 2025 · Vol. 285 · Pergamon
Dongjun Mah
;
Athanasios Tzempelikos
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Impact of personal and contextual factors on multi-domain sensation in classrooms: Results from a field study
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Building and Environment
· 2025 · Vol. 280 · Pergamon
Federica Morandi
;
Andrea Gasparella
;
Athanasios Tzempelikos
;
Ilaria Pittana
;
Francesca Cappelletti
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Real-Time estimation of internal and solar heat gains in buildings using deep learning
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Energy and Buildings
· 2024 · Vol. 324 · Elsevier
Dongjun Mah
;
Athanasios Tzempelikos
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Inferring personal daylighting preferences using HDRI and deep learning techniques
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Building and Environment
· 2024 · Vol. 266 · Pergamon
Dongjun Mah
;
Athanasios Tzempelikos
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Glare-based selection of roller shade properties
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Building and Environment
· 2024 · Vol. 265 · Pergamon
Sichen Lu
;
Taoning Wang
;
Athanasios Tzempelikos
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Bayesian meta-learning for personalized thermal comfort modeling
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Building and Environment
· 2024 · Vol. 249 · Pergamon
Hejia Zhang
;
Seungjae Lee
;
Athanasios Tzempelikos
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The impact of personal preference-based thermal control on energy use and thermal comfort: Field implementation
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Energy and Buildings
· 2023 · Vol. 284 · Elsevier
Hejia Zhang
;
Athanasios Tzempelikos
;
Xiaoqi Liu
;
Seungjae Lee
;
Francesca Cappelletti
;
Andrea Gasparella
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