Applications of machine learning to BIM: A systematic literature review
Abstract As Building Information Modeling (BIM) workflows are becoming very relevant for
the different stages of the project's lifecycle, more data is produced and managed across it …
the different stages of the project's lifecycle, more data is produced and managed across it …
BIM-supported automatic energy performance analysis for green building design using explainable machine learning and multi-objective optimization
Y Shen, Y Pan - Applied Energy, 2023 - Elsevier
Supported by the combination of the advanced BIM technique with intelligent algorithms, this
paper develops a systematic framework using explainable machine learning and multi …
paper develops a systematic framework using explainable machine learning and multi …
Automation in architecture, engineering and construction: a scientometric analysis and implications for management
Purpose Many economic, political and socio-cultural events in the 2020s have been strong
headwinds for architecture, engineering and construction (AEC). Nevertheless …
headwinds for architecture, engineering and construction (AEC). Nevertheless …
Smart contract generation and visualization for construction business process collaboration and automation: Upgraded workflow engine
With the digital transformation of the construction industry, the need to improve construction
business process collaboration and automation is increasing. However, as construction …
business process collaboration and automation is increasing. However, as construction …
Detecting logical relationships in mechanical, electrical, and plumbing (MEP) systems with BIM using graph matching
The increasingly complex design has gained difficulty in conducting the rule compliance
checking for the Mechanical, Electrical and Plumbing (MEP) system in the design phase …
checking for the Mechanical, Electrical and Plumbing (MEP) system in the design phase …
Deconstruction evaluation method of building structures based on digital technology
The rapid development of urbanization generates building demolition that impacts the
environment with building waste. This paper provides a method aiming at the deconstruction …
environment with building waste. This paper provides a method aiming at the deconstruction …
Modeling and analyzing dynamic social networks for behavioral pattern discovery in collaborative design
As a newly-developed information exchange and management platform, Building
Information Modeling (BIM) is altering the way of collaboration among multi-engineers for …
Information Modeling (BIM) is altering the way of collaboration among multi-engineers for …
Nexus between building information modeling and internet of things in the construction industries
The process of integrating building information modeling (BIM) and Internet of Things (IoT)-
based data sources is a recent development. As a generalization, BIM and IoT data provide …
based data sources is a recent development. As a generalization, BIM and IoT data provide …
A data structure for studying 3D modeling design behavior based on event logs
In recent years, with the increase of large-scale and complex architecture projects, the
architecture, engineering and construction (AEC) industries are changing rapidly towards …
architecture, engineering and construction (AEC) industries are changing rapidly towards …
Parameterized modeling and safety simulation of shield tunnel based on BIM-FEM automation framework
H Huang, B Ruan, X Wu, Y Qin - Automation in Construction, 2024 - Elsevier
To address the challenges of low modeling efficiency and data loss in traditional methods,
an automated numerical simulation analysis framework is proposed to enhance the safety …
an automated numerical simulation analysis framework is proposed to enhance the safety …