Mohamed Nour

A generative AI framework for preference-driven indoor visualization: an exploratory questionnaire-based approach

Abstract Although residential spatial qualities are consistently recognized as a determinant of occupant spatial preference and perceptual experience, early-stage practice lacks systematic, user-centered mechanisms for capturing and translating individual preferences into design...