Conceptual architectural design is a complex process that draws on past experience and
creativity to generate new designs. The application of artificial intelligence to this process …

Nowadays, debates addressing climate change, fossil fuels depletion and energy security
highlight the need for a more sustainable built environment in order to reduce energy …

This paper presents a novel hybrid approach for generating automated 2D architectural
layouts by combining agent-based modeling with deep learning algorithms. The primary …

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 …

Highlights•A new deep learning-based method to automate modular housing design
considering constraints of manufacturing and assembly•A flexible automated module …

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 …

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 …

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 …

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 …

In this paper, a data-driven generative method is applied to generate synthetic space
allocation probability layout. This generated layout could be helpful in the early stage of an …