low-rank adaptation (LoRA)

In deep learning, fine-tuning is an approach to transfer learning in which the parameters of a pre-trained neural network model are trained on new data. (Wikipedia, CC BY-SA)

• Design optimization for complex structures • Architectural visualization and rendering • Structural analysis and simulation • Building information modeling (BIM) • Generative design for efficient material usage • Facility management and space planning • Environmental impact assessments • Construction project management and scheduling