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Keywords: Real-time estimation
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Journal Articles
Multimodal transformer models for real-time estimation of indoor environmental quality in educational settings
Available to PurchaseCarlos Faubel, Derian Mowen, Marjan Miri, Ursula Demarquet Alban, Antonio Martinez-Molina, Miltiadis Alamaniotis
Smart and Sustainable Built Environment 1–37.
Published: 23 June 2026
.... Originality/value This work contributes a reproducible, real-world demonstration of MulT modeling for concurrent, real-time estimation of IEQ factors in educational settings using synchronized visual and environmental sensing. Unlike conventional single-modality approaches, the method integrates room imagery...
