Based Design
AI-based design is a rapidly evolving field focused on leveraging artificial intelligence to augment and accelerate the design process across various domains, from engineering and architecture to game development and digital art. Current research emphasizes the development of AI agents that can generate designs, provide feedback, and collaborate with human designers, often employing large language models (LLMs), generative adversarial networks (GANs), diffusion models, and evolutionary algorithms. This work aims to improve design efficiency, explore new design spaces, and enhance the creative process, with significant implications for both scientific understanding of design and practical applications in diverse industries.
Papers
November 11, 2022
May 19, 2022
May 17, 2022