Automated layout generation from sites to flats using GAN and transfer learning
L Wang, X Zhou, J Liu, G Cheng - Automation in Construction, 2024 - Elsevier
Generating architectural layouts from sites to flats, encompassing site layouts (SLs), building
layouts (BLs), and flat layouts (FLs), presents a complex process. Notably, the BL generation …
layouts (BLs), and flat layouts (FLs), presents a complex process. Notably, the BL generation …
Generative AI for Architectural Design: A Literature Review
Generative Artificial Intelligence (AI) has pioneered new methodological paradigms in
architectural design, significantly expanding the innovative potential and efficiency of the …
architectural design, significantly expanding the innovative potential and efficiency of the …
[HTML][HTML] Automated building layout generation: Implementation and comparison of STREAMER Early Design Configurator and SDaC Layout Designer
Y Zhong, S Hempel, A Geiger, KH Haefele… - Journal of Building …, 2024 - Elsevier
When designing new buildings, various constraints must be taken into account. These
constraints encompass factors such as the overall building size, the number, function, and …
constraints encompass factors such as the overall building size, the number, function, and …
Artificial Intelligence to Facilitate the Conceptual Stage of Interior Space Design: Conditional Generative Adversarial Network-Supported Long-Term Care Space Floor …
ABSTRACT This study uses Conditional Generative Adversarial Network (CGAN) to
construct a method for generating floor plans for long-term care spaces in retirement home …
construct a method for generating floor plans for long-term care spaces in retirement home …
VR-enabled intelligent space planning platform for facility layout redesign
Z Liang, SF Wong, LKY Chan… - 2024 IEEE Conference on …, 2024 - ieeexplore.ieee.org
The facility environment is a workspace for employees to engage in creative endeavours.
However, due to the dynamic nature of human resources, the interior layout of the facility …
However, due to the dynamic nature of human resources, the interior layout of the facility …
Research on Machine Learning-assisted Floor Plan Generation in Old-style Residential Buildings: Taking Tong Lau in Macau as an Example
Artificial intelligence technology has rapidly advanced, and machine learning has
demonstrated significant potential across diverse domains. The conditional generative …
demonstrated significant potential across diverse domains. The conditional generative …