Huijin Xie

Generative AI-Assisted Principal-Facade Renewal of Lingnan Coastal Vernacular Architectural Heritage in Yun’ao Town Under Hot-Humid and Disaster-Prone Weather Conditions: A Grasshopper–Pix2Pix Framework

AI-assisted renewal of living vernacular settlements must preserve regional identity and historical layering while keeping professional judgment central; however, current facade-generation studies rarely connect field-derived architectural knowledge, controllable data constructio...