Code compliance checking of railway designs by integrating BIM, BPMN and DMN

M Häußler, S Esser, A Borrmann - Automation in Construction, 2021 - Elsevier
Code compliance checking has been the subject of scientific research for more than four
decades and has been put into practice in numerous projects. To date, however, no …

[HTML][HTML] Building information modelling, artificial intelligence and construction tech

R Sacks, M Girolami, I Brilakis - Developments in the Built Environment, 2020 - Elsevier
Adoption of digital information tools in the construction sector provides fertile ground for the
birth and growth of companies that specialize in applications of technologies to design and …

[PDF][PDF] Connecting research on semantic enrichment of BIM-review of approaches, methods and possible applications.

T Bloch - J. Inf. Technol. Constr., 2022 - itcon.org
Semantic enrichment of BIM models is a process designed to add meaningful semantics to
the information represented in a building model. Although semantic enrichment provides a …

Clustering information types for semantic enrichment of building information models to support automated code compliance checking

T Bloch, R Sacks - Journal of Computing in Civil Engineering, 2020 - ascelibrary.org
Abstract Missing, incomplete, implicit, and/or incorrect information are major obstacles to
automated code compliance checking in the construction industry. All existing platforms for …

Graph-based learning for automated code checking–Exploring the application of graph neural networks for design review

T Bloch, A Borrmann, P Pauwels - Advanced Engineering Informatics, 2023 - Elsevier
Although automated code checking (ACC) has been a subject of interest for many years, we
have not yet seen significant breakthroughs in the field that may lead to the development of …

BIM-based Virtual Permitting Framework (VPF) for post-disaster recovery and rebuilding in the state of Florida

M Messaoudi, NO Nawari - International Journal of Disaster Risk Reduction, 2020 - Elsevier
In the state of Florida, climate change and unpredictable weather disasters have put
pressure on the state and local decision-makers to adopt swift and efficient Post-Disaster …

Automated fire risk assessment and mitigation in building blueprints using computer vision and deep generative models

D Chen, L Chen, Y Zhang, S Lin, M Ye… - Advanced Engineering …, 2024 - Elsevier
Building fire risks pose significant threats to individual safety and bear substantial economic
consequences. Consequently, developing effective automated fire risk assessment and …

[PDF][PDF] Application of Artificial Intelligence Tools with BIM Technology in Construction Management: Literature

AL Mostafa, MA Mohamed, S Ahmed, WMMA Youssef - 2023 - researchgate.net
Nowadays, the construction sector industry energizes all other industries to diversify their
service areas, nonetheless this sector needs to keep leading with technological …

Incorporating Context into BIM-Derived Data—Leveraging Graph Neural Networks for Building Element Classification

G Austern, T Bloch, Y Abulafia - Buildings, 2024 - mdpi.com
The application of machine learning (ML) for the automatic classification of building
elements is a powerful technique for ensuring information integrity in building information …

Development of methods for model-based quality assurance in railway infrastructure design

M Häußler - 2021 - mediatum.ub.tum.de
Through the introduction of modern, digital technologies to the process of executing
construction projects, the construction design industry aims to achieve various goals, among …