Generative urban design: A systematic review on problem formulation, design generation, and decision-making

F Jiang, J Ma, CJ Webster, AJF Chiaradia, Y Zhou… - Progress in …, 2024 - Elsevier
Urban design is the process of designing and shaping the physical forms of cities, towns,
and suburbs. It involves the arrangement and design of street systems, groups of buildings …

Generative systems in the architecture, engineering and construction industry: A systematic review and analysis

S BuHamdan, A Alwisy… - International Journal of …, 2021 - journals.sagepub.com
Researchers have been extensively exploring the employment of generative systems to
support design practices in the architecture, engineering and construction industry since the …

Building layout generation using site-embedded GAN model

F Jiang, J Ma, CJ Webster, X Li, VJL Gan - Automation in Construction, 2023 - Elsevier
Building layout generation has entered a new era in recent years, leveraging state-of-the-art
deep generative methods to learn morphological properties of exiting urban structures and …

MasterplanGAN: Facilitating the smart rendering of urban master plans via generative adversarial networks

X Ye, J Du, Y Ye - … and Planning B: Urban Analytics and City …, 2022 - journals.sagepub.com
This study proposes a prototype for the smart rendering of urban master plans via artificial
intelligence algorithms, a process which is time-consuming and relies on professionals' …

Multi-criteria optimisation of an experimental complex of single-family nearly zero-energy buildings

M Fedorczak-Cisak, A Kotowicz… - Energies, 2020 - mdpi.com
The Directive 2010/31/EU on the energy performance of buildings has introduced the
standard of “nearly zero-energy buildings”(NZEBs). European requirements place the …

[HTML][HTML] A generative urban space design method based on shape grammar and urban induction patterns

L Yang, J Li, HT Chang, Z Zhao, H Ma, L Zhou - Land, 2023 - mdpi.com
This paper focuses on how to solve the demand of how to quickly explore more urban space
design and layout in terms of the conservation and reuse of historical blocks under computer …

Strategic urban design for sustainable development: A framework for studio and practice

A Ziafati Bafarasat - Sustainable Development, 2023 - Wiley Online Library
Urban design seeks to apply the goals of sustainable development in the physical design of
cities. It involves complex efforts to explore and address a whole range of urban issues in …

The application of deep generative models in urban form generation based on topology: a review

B Lin, W Jabi, P Corcoran, S Lannon - Architectural Science …, 2024 - Taylor & Francis
Integrating deep generative models into urban form generation is an innovative and
promising approach to support the urban design process. However, most deep generative …

Classification of urban morphology indicators towards urban generation

M Elzeni, A Elmokadem… - Port-Said Engineering …, 2022 - pserj.journals.ekb.eg
Urban morphology is a complex topic that can be defined in terms of its spatial relations,
properties, and measures using several equations. There are types of urban morphology …

Evaluation Methods for Citizen Design Science Studies: How Do Planners and Citizens Obtain Relevant Information from Map-Based E-Participation Tools?

J Müller - ISPRS International Journal of Geo-Information, 2021 - mdpi.com
A successful e-participation campaign in urban planning relies on good two-way
communication between the expert and the citizen. While the presentation of information …