Automated modular housing design using a module configuration algorithm and a coupled generative adversarial network (CoGAN)

P Ghannad, YC Lee - Automation in construction, 2022 - Elsevier
… model that can create unlimited but constrained building layouts, this study utilizes the
generative adversarial network (GAN) technique. The GANs first proposed and developed by …

Machine learning in the discipline of architecture: A review on the research trends between 2014 and 2020

G Özerol, S Arslan Selçuk - … Journal of Architectural …, 2023 - journals.sagepub.com
… fields, including the intersection of architecture and artificial intelligence (AI). Yoon et al. …
used deep learning approaches of ML for generative concept design in architecture. In this …

[HTML][HTML] A task-oriented framework for generative AI in design

LS Furtado, JB Soares, V Furtado - Journal of Creativity, 2024 - Elsevier
… without human assistance, Generative Diffusion Models (GDM) … as Design domains
encompassing the fields of Architecture, … as "Artificial Intelligence," "Creativity," and "Design" …

[HTML][HTML] Artificial intuitions of generative design: An approach based on reinforcement learning

D Wang, R Snooks - … International Conference on Computational Design …, 2021 - Springer
… Among these, the rapid maturity of artificial intelligence techniques, the massive increase in
… of generative architectural design [2]. Framed by the limitation of contemporary generative

A review of AI image generator: influences, challenges, and future prospects for architectural field

EVP Beyan, AGC Rossy - … of Artificial Intelligence in Architecture, 2023 - ojs.uajy.ac.id
… and future fields of architectural work will be … intelligent computers to use architectural design
software [6]. The year 2022 has become a trend of the GAI (Generative Artificial Intelligence

The potential of generative artificial intelligence across disciplines: Perspectives and future directions

KB Ooi, GWH Tan, M Al-Emran… - Journal of Computer …, 2023 - Taylor & Francis
… AI in HRM, we would have to revisit the fundamental building blocks of generative AI
which are extended from the principles of AI. Biases and limitations are likely to be present in …

[HTML][HTML] Generative design methodology and framework exploiting designer-algorithm synergies

L Gradišar, R Klinc, Ž Turk, M Dolenc - Buildings, 2022 - mdpi.com
… Recent research is also focused on using artificial intelligence methods to generate designs,
as … In generative design, building a computational model is the main task that takes the most …

[PDF][PDF] Towards intelligent control in generative design

M Muehlbauer, A Song, J Burry - … of Computation in Design …, 2017 - papers.cumincad.org
… processes and support decision making process in early stages of architectural design. This
… focusses on the integration of artificial intelligence technology for grammatical evolution of …

Contextualizing generative design

S Arida - 2004 - dspace.mit.edu
Design,"2 traced back the origin of generative systems to philosophy, literary composition,
and musical composition. In architectural design, he traced generative … , artificial intelligence, …

Synthesis and generation for 3D architecture volume with generative modeling

X Zhuang, Y Ju, A Yang… - … Journal of Architectural …, 2023 - journals.sagepub.com
… Integration of Artificial Intelligence into the design process has the potential to revolutionize
… a generative design strategy that helps to push the boundary of AI-aided architectural design