Architectural spatial layout planning using artificial intelligence

J Ko, B Ennemoser, W Yoo, W Yan… - Automation in Construction, 2023 - Elsevier
Spatial layout planning in architecture requires a deep understanding of topological spatial
relationships, yet the process remains repetitive and laborious for designers. However …

Performative computational architecture using swarm and evolutionary optimisation: A review

B Ekici, C Cubukcuoglu, M Turrin, IS Sariyildiz - Building and environment, 2019 - Elsevier
This study presents a systematic review and summary of performative computational
architecture using swarm and evolutionary optimisation. The taxonomy for one hundred …

Data-driven interior plan generation for residential buildings

W Wu, XM Fu, R Tang, Y Wang, YH Qi… - ACM Transactions on …, 2019 - dl.acm.org
We propose a novel data-driven technique for automatically and efficiently generating floor
plans for residential buildings with given boundaries. Central to this method is a two-stage …

[HTML][HTML] Climate change and ideal thermal transmittance of residential buildings in Iran

E Rodrigues, NA Fereidani, MS Fernandes… - Journal of Building …, 2023 - Elsevier
Climate change will make the Iranian climate hotter and drier. This increase in the
harshness of the boundary conditions poses a new question of whether today's high …

Graph2plan: Learning floorplan generation from layout graphs

R Hu, Z Huang, Y Tang, O Van Kaick, H Zhang… - ACM Transactions on …, 2020 - dl.acm.org
We introduce a learning framework for automated floorplan generation which combines
generative modeling using deep neural networks and user-in-the-loop designs to enable …

[HTML][HTML] Building for tomorrow: Analyzing ideal thermal transmittances in the face of climate change in Brazil

E Rodrigues, J Parente, MS Fernandes - Applied Energy, 2024 - Elsevier
The climate will become hotter, and buildings will perform differently as outdoor conditions
evolve. If the lowest energy demand is desired, it is crucial to determine the ideal …

[HTML][HTML] Evolutionary approach for spatial architecture layout design enhanced by an agent-based topology finding system

Z Guo, B Li - Frontiers of Architectural Research, 2017 - Elsevier
This paper presents a method for the automatic generation of a spatial architectural layout
from a user-specified architectural program. The proposed approach binds a multi-agent …

[HTML][HTML] Diminishing benefits of thermal mass in Iranian climate: Present and future scenarios

E Rodrigues, NA Fereidani, MS Fernandes… - Building and …, 2024 - Elsevier
Thermal mass, a pivotal element in a building's performance, functions as an indoor thermal
buffer. While literature underscores its advantages, the enduring impact of thermal mass …

Quality assessment of residential layout designs generated by relational Generative Adversarial Networks (GANs)

K Park, S Ergan, C Feng - Automation in Construction, 2024 - Elsevier
Architectural design, a complex optimization process, employs computational design tools to
converge to a subset of design options within a large design space. Recent efforts …

Constrained layout generation with factor graphs

MH Dupty, Y Dong, S Leng, G Fu… - Proceedings of the …, 2024 - openaccess.thecvf.com
This paper addresses the challenge of object-centric layout generation under spatial
constraints seen in multiple domains including floorplan design process. The design …