Design Generation

Design generation research focuses on automating the creation of designs across various domains, from 3D models and user interfaces to architectural floor plans and graphic designs, using artificial intelligence. Current efforts leverage deep generative models, including transformers, diffusion models, and variational autoencoders, often incorporating multi-agent systems or hierarchical frameworks to manage complexity and achieve greater control over the design process. This field is significant because it promises to accelerate design workflows, improve design quality, and enable exploration of a wider design space, impacting fields ranging from engineering and software development to architecture and manufacturing.