Architext: Language-driven generative architecture design

T Galanos, A Liapis, GN Yannakakis - arXiv preprint arXiv:2303.07519, 2023 - arxiv.org
… of generative architectural design. We argue that semantic generation workflows bring forth
a new era of generative design … generation system for architectural layouts that provides a …

Generative ai in the construction industry: Opportunities & challenges

P Ghimire, K Kim, M Acharya - arXiv preprint arXiv:2310.04427, 2023 - arxiv.org
Generative artificial intelligence systems face challenges with hallucination, generating …
generate feasible building designs based on requirements? Generative design could help with …

[PDF][PDF] Towards a generative system for intelligent design support

J Frazer, MX Tang, J Sun - Proceedings of the 4th CAADRIA …, 1999 - papers.cumincad.org
… of a generative design system. Based on this review, we present the model and its applications
of a generative design … The generative design system resembles the architecture of a …

Design subspace learning: Structural design space exploration using performance-conditioned generative modeling

R Danhaive, CT Mueller - Automation in Construction, 2021 - Elsevier
generative modeling and artificial intelligence to help human designers explore large design
… slow simulations typically required in structural and architectural design. An alternative is to …

Automated structural design of shear wall residential buildings using generative adversarial networks

W Liao, X Lu, Y Huang, Z Zheng, Y Lin - Automation in Construction, 2021 - Elsevier
Artificial intelligence is reshaping building design processes … automated structural design,
this paper proposes a generativedesign method, which learns from existing shear wall design

A hybrid intelligence approach to training generative design assistants: partnership between human experts and AI enhanced co-creative tools

Y Mao, J Rafner, Y Wang… - HHAI 2023: Augmenting …, 2023 - ebooks.iospress.nl
… process where designers utilize the power of artificial intelligence to explore large … Although
the GD assistant described in this study is designed to track the user’s design goals, building

[PDF][PDF] Exploring generative growth and evolutionary computation for architectural design

M Hemberg, UM O'Reilly, A Menges… - Art of Artificial …, 2006 - academia.edu
… of architectural design groups have explored generative or growth processes. One of the
early pioneers was John Frazer who began his work at the Architectural … exploring generative

A decision support tool for building design: An integrated generative design, optimisation and life cycle performance approach

Y Schwartz, R Raslan, I Korolija… - … Journal of Architectural …, 2021 - journals.sagepub.com
… techniques (Generative design, Artificial Intelligence, … generative design programming
frameworks for architectural … Though the discipline of architectural generative design is not yet …

Deep generative models in engineering design: A review

L Regenwetter, AH Nobari… - … Design, 2022 - asmedigitalcollection.asme.org
… through sequential layers to learn progressively higher-level meaning, an architecture
generally known as an artificial neural network or just neural network (NN) [2]. Most of the deep …

[PDF][PDF] The Applications of Generative Adversarial Networks in Architecture Design: A Systematic Review

Y Xu, Q Li, X Zhao, D Liu, N Shi - Journal of Design …, 2024 - michelangelo-scholar.com
… This paper aims to explore the cutting-edge application of GANs in architectural design and
further promotes the development of artificial intelligence in the field of architectural design. …