A multi-objective optimization framework for designing urban block forms considering daylight, energy consumption, and photovoltaic energy potential
Urban form significantly influences building energy consumption. However, most research
has primarily focused on quantifying the relationship between the two factors, with limited …
has primarily focused on quantifying the relationship between the two factors, with limited …
[HTML][HTML] Gaps and requirements for applying automatic architectural design to building renovation
S Jiang, M Wang, L Ma - Automation in Construction, 2023 - Elsevier
The renovation of existing buildings provides an opportunity to change the layout to meet the
needs of facilities and accomplish sustainability in the built environment at high utilisation …
needs of facilities and accomplish sustainability in the built environment at high utilisation …
Multi-objective optimization based on surrogate models for sustainable building design: A systematic literature review
Surrogate models can overcome the building performance simulation complexity and
replace time-consuming simulation engines within multi-objective optimization studies …
replace time-consuming simulation engines within multi-objective optimization studies …
Daylighting and energy performance optimization of anidolic ceiling systems for tropical office buildings
A simple window is often unable to ensure standard illumination to the deep parts of large
office spaces, and advanced daylighting systems are necessary to ensure the level of …
office spaces, and advanced daylighting systems are necessary to ensure the level of …
Integrating machine learning and parametric design for energy-efficient building cladding systems in arid climates: Sport hall in Kerman
Climate change, driven by fossil fuel dependence, presents a significant challenge for the
construction industry, particularly in energy-intensive regions like arid climates. This …
construction industry, particularly in energy-intensive regions like arid climates. This …
A review on multi-objective optimization of building performance-Insights from bibliometric analysis
The optimization of building performance has gained significant attention over the past two
decades, driven by the need for energy efficiency, occupant comfort, and environmental …
decades, driven by the need for energy efficiency, occupant comfort, and environmental …
[HTML][HTML] A diffusion-based machine learning method for 3D architectural form-finding
H Zheng - Frontiers of Architectural Research, 2025 - Elsevier
Form-finding is a process in architectural design. Architects create and manipulate the
morphology of a building by finding the form using digital tools and algorithms, such as …
morphology of a building by finding the form using digital tools and algorithms, such as …
Enhancing visual comfort prediction in space layouts using deep learning models
In designing performance-based facilities, such as educational buildings, assessing visual
comfort is crucial. The computational cost and resource-intensive modeling necessitate an …
comfort is crucial. The computational cost and resource-intensive modeling necessitate an …
[HTML][HTML] Optimizing Built Environment in Urban Negative Spaces Using Parametric Methods—Research on a High-Density City in China
W Bai, Y Wu, Y He, L Wang, Z Qiu, Y Ye - Buildings, 2024 - mdpi.com
In the early stage of architectural design, addressing the challenges posed by negative
spaces in high-density urban environments is crucial for enhancing spatial efficiency and …
spaces in high-density urban environments is crucial for enhancing spatial efficiency and …
Artificial Intelligence in Building Enclosure Performance Optimization: Frameworks, Methods, and Tools
F Kheiri - Artificial Intelligence in Performance‐Driven Design …, 2024 - Wiley Online Library
The design and specifications of a building enclosure can substantially impact the overall
performance of a building. However, the multifaceted nature of building enclosure design …
performance of a building. However, the multifaceted nature of building enclosure design …