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RISHuman-Centric Artificial Intelligence of Things–Based Indoor Environment Quality Modeling Framework for Supporting Student Well-Being in Educational Facilities
Publisher: ASCE
Abstract: Maintaining the quality of indoor environments in educational facilities is crucial for student comfort, health, well-being, and students’ learning performance. Current indoor environment maintenance practices and building ...
An Attention-Based Constrained Diffusion Model for Accessible Floor Plan Generation
Publisher: American Society of Civil Engineers
Abstract: Designing floor plans is a critical part of the building planning and design process, involving numerous design constraints. Although significant efforts have been made to automate floor plan creation, existing methods ...
Multimodal Data Fusion and Deep Learning for Occupant-Centric Indoor Environmental Quality Classification
Publisher: American Society of Civil Engineers
Abstract: Amidst the growing recognition of the impact of indoor environmental conditions on buildings and occupant comfort, health, and well-being, there has been an increasing focus on the assessment and modeling of indoor ...
Hierarchical Representation and Deep Learning–Based Method for Automatically Transforming Textual Building Codes into Semantic Computable Requirements
Publisher: ASCE
Abstract: Most of the existing automated compliance checking (ACC) systems are unable to fully automatically convert building-code requirements, especially requirements that have hierarchically complex semantic and syntactic structures, ...
Clustering-Based Approach for Building Code Computability Analysis
Publisher: ASCE
Abstract: One common limitation of all automated code compliance-checking methods and tools is their inability to deal with all types of building-code requirements. More research is needed to better identify the different types of ...