Engineering Design

Engineering design research is increasingly leveraging artificial intelligence to improve efficiency and innovation. Current efforts focus on developing and applying deep generative models, Bayesian optimization, and large language models to handle diverse data types (images, text, CAD models) and optimize complex design processes, often incorporating physics-informed operators to enhance model accuracy and generalization. This work aims to create more efficient and effective design tools, accelerating the development of new products and systems across various engineering disciplines.

Papers