Spatial layout planning in architecture requires a deep understanding of topological spatial
relationships, yet the process remains repetitive and laborious for designers. However …

Researchers have been extensively exploring the employment of generative systems to
support design practices in the architecture, engineering and construction industry since the …

Artificial intelligence, and in particular machine learning, is a fast-emerging field. Research
on artificial intelligence focuses mainly on image-, text-and voice-based applications …

Generative design provides a promising algorithmic solution for mass customization of
products, improving both product variety and design efficiency. However, the current …

Abstract Modular-integrated Construction (MiC) is an emerging construction technique
promoted in the building sector for high productivity and low waste emission in the …

Designing architectural layouts is a complex task that has garnered significant attention in
the research community. While automated site layout design and flat layout design have …

Because innovative and creative design is essential to a successful product, this work brings
the benefits of generative design in the conceptual phase of the product development …

Highlights•A generative method for aesthetic shape exploration in product design is
proposed.•The model generates a high number of variations and may adapt to different …

The conventional design process of modular high-rise residential buildings (MHRBs) heavily
relies on the experience of designers, leading to concerns about design efficiency and …

Understanding the affective needs of customers is crucial to the success of product design.
Hybrid Kansei engineering system (HKES) is an expert system capable of generating …