[HTML][HTML] Artificial intelligence applied to conceptual design. A review of its use in architecture

MLC Pena, A Carballal, N Rodríguez-Fernández… - Automation in …, 2021 - Elsevier
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 …

Automated floorplan generation in architectural design: A review of methods and applications

RE Weber, C Mueller, C Reinhart - Automation in Construction, 2022 - Elsevier
Accommodating predicted population growth and urbanization within the UN Climate Goals
poses a significant challenge for disciplines that engage with the built environment. High …

Architectural layout design through deep learning and agent-based modeling: A hybrid approach

M Rahbar, M Mahdavinejad, AHD Markazi… - Journal of Building …, 2022 - Elsevier
This paper presents a novel hybrid approach for generating automated 2D architectural
layouts by combining agent-based modeling with deep learning algorithms. The primary …

[HTML][HTML] Interactive kinetic façade: Improving visual comfort based on dynamic daylight and occupant's positions by 2D and 3D shape changes

SM Hosseini, M Mohammadi, O Guerra-Santin - Building and Environment, 2019 - Elsevier
Applying active occupant engagement into a responsive façade concept leads us to a
transition from the façade regulatory function to the interactive phase. The Interactive facade …

Influence of interior layouts on occupant energy-saving behaviour in buildings: An integrated approach using Agent-Based Modelling, System Dynamics and Building …

MN Uddin, HL Chi, HH Wei, M Lee, M Ni - Renewable and Sustainable …, 2022 - Elsevier
Interior layouts of a building may influence the presence and movement of occupants, which
can lead them to participate in a certain activity, energy-saving behaviour for instance, which …

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 …

Architectural reply for smart building design concepts based on artificial intelligence simulation models and digital twins

A Almusaed, I Yitmen - Sustainability, 2023 - mdpi.com
Artificial Intelligence (AI) simulation models and digital twins (DT) are used in designing and
treating the activities, layout, and functions for the new generation of buildings to enhance …

Integrated multi-objective optimization and agent-based building occupancy modeling for space layout planning

DH Dorrah, M Marzouk - Journal of Building Engineering, 2021 - Elsevier
With the construction industry shifting towards sustainable practices, it has become critical to
incorporate sustainability measures in the design and operation of buildings. Space layout …

Multiobjective design optimization of building space layout, energy, and daylighting performance

IG Dino, G Üçoluk - Journal of Computing in Civil Engineering, 2017 - ascelibrary.org
Computational tools for early architectural design need to address issues related to building
performance and integrally consider early design decisions regarding building form, spatial …

[HTML][HTML] Integrated multi-objective evolutionary optimization of production layout scenarios for parametric structural design of flexible industrial buildings

J Reisinger, MA Zahlbruckner, I Kovacic, P Kán… - Journal of Building …, 2022 - Elsevier
Due to product individualization, customization and rapid technological advances in
manufacturing, production systems are faced with frequent reconfiguration and expansion …