설명
Generative artificial intelligence (AI) and large language models (LLMs) are bringing disruption across industries, changing the way we create images, text, and code. Within architecture, engineering, and construction (AEC), these tools will transform the design and construction process. Professionals in AEC must stay informed of this fast-moving technology to remain competitive and aware of the innovative design-and-make software. TileGPT is an LLM-powered prototype developed within Autodesk Research to generate optimized designs using intuitive and flexible text-based input. This session will cover the technical capabilities of this generative AI system, which uses optimization to enable rapid design exploration. It presents example use cases within AEC design, including performance-driven generation of building massing, site design, facade layouts, and more. With generative AI, Autodesk Research is expanding what's possible within design tools, and showcasing new design experiences that are fast, intuitive, and accessible.
주요 학습
- Learn the basics of large language models and how they can generate new data for AEC.
- Learn how procedural design techniques work with tile-based design systems.
- Learn how optimization and LLMs can be coupled to generate new building designs.
- Learn about intuitive, no-code design exploration and generative techniques.
발표자
- LVLorenzo VillaggiLorenzo Villaggi is a Principal Research Scientist within the AEC Industry Futures group, Autodesk Research. His work focuses on novel data-driven design approaches, reusable design intelligence, advanced visualization and sustainability. Recent projects include a net zero carbon and affordable housing development for Factory_OS in California, the NIS engine Factory for Airbus in Hamburg, the Alkmaar Affordable Housing District for Van Wijnen in the Netherlands, the Autodesk Mars Office in Toronto, and the Embodied Computation Lab for Princeton University.
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