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Architectural spatial layout planning using artificial intelligence
Spatial layout planning in architecture requires a deep understanding of topological spatial
relationships, yet the process remains repetitive and laborious for designers. However …
relationships, yet the process remains repetitive and laborious for designers. However …
Performative computational architecture using swarm and evolutionary optimisation: A review
This study presents a systematic review and summary of performative computational
architecture using swarm and evolutionary optimisation. The taxonomy for one hundred …
architecture using swarm and evolutionary optimisation. The taxonomy for one hundred …
Data-driven interior plan generation for residential buildings
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 …
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
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 …
harshness of the boundary conditions poses a new question of whether today's high …
Graph2plan: Learning floorplan generation from layout graphs
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 …
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 …
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 …
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
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 …
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)
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 …
converge to a subset of design options within a large design space. Recent efforts …
Constrained layout generation with factor graphs
This paper addresses the challenge of object-centric layout generation under spatial
constraints seen in multiple domains including floorplan design process. The design …
constraints seen in multiple domains including floorplan design process. The design …