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Opportunities and Challenges of Generative AI in Construction Industry: Focusing on Adoption of Text-Based Models
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Outgoing claims: the papers this work cites, builds on, or argues with.
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Dialectical systems framework for LLM applications in intelligent construction and operation
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How generative AI reshapes construction and built environment: The good, the bad, and the ugly
inferred← citeshttps://doi.org/10.1016/j.enbuild.2024.114691openalex-snapshot
Exploring automated energy optimization with unstructured building data: A multi-agent based framework leveraging large language models
inferred← citeshttps://doi.org/10.1016/j.enbuild.2026.117560openalex-snapshot
Integrating generative AI and BIM for sustainable construction and built Environment: An AHP–DEMATEL-based strategic framework
inferred← citeshttps://doi.org/10.1016/j.engappai.2025.110680openalex-snapshot
Bridging building information systems: A parameter-efficient semantic approach to construction data interoperability
inferred← citeshttps://doi.org/10.1016/j.engstruct.2025.121904openalex-snapshot
Automated standardization of bridge inspection data using generative AI
inferred← citeshttps://doi.org/10.1016/j.isci.2025.114589openalex-snapshot
Democratizing environmental impact assessment: An AI-augmented framework for sustainable building design
inferred← citeshttps://doi.org/10.1016/j.jengtecman.2025.101871openalex-snapshot
Generative AI on innovation performance of construction enterprises: A knowledge-based dynamic capabilities perspective
inferred← citeshttps://doi.org/10.1016/j.jik.2025.100772openalex-snapshot
Impact of artificial intelligence on project management (PM): Multi-expert perspectives on advancing knowledge and driving innovation toward PM2030
inferred← citeshttps://doi.org/10.1016/j.jik.2026.100990openalex-snapshot
Toward responsible adoption of LLMs in the energy sector: A mixed-methods study using fuzzy Delphi and cross-cultural SEM
inferred← citeshttps://doi.org/10.1016/j.jobe.2025.112708openalex-snapshot
Multi-objective intelligent detailed design for prefabricated composite slabs using two-level multi-population co-evolution algorithm
inferred← citeshttps://doi.org/10.1016/j.jobe.2025.113802openalex-snapshot
Generative artificial intelligence for construction: Use cases, trends, challenges, and opportunities
inferred← citeshttps://doi.org/10.1016/j.kscej.2026.100733openalex-snapshot
Development and characterization of large language models for knowledge retrieval and safety measure generation in construction safety management
inferred← citeshttps://doi.org/10.1016/j.procir.2025.01.001openalex-snapshot
Generative AI in manufacturing: a literature review of recent applications and future prospects
inferred← citeshttps://doi.org/10.1016/j.procir.2025.08.103openalex-snapshot
Smart product configurator applying large language models: the case of construction equipment machines
inferred← citeshttps://doi.org/10.1016/j.procs.2025.12.009openalex-snapshot
Using Generative AI in Supply Chain Management: How and How not?
inferred← citeshttps://doi.org/10.1016/j.scs.2024.105499openalex-snapshot
Artificial intelligence and sustainable development goals: Systematic literature review of the construction industry
inferred← citeshttps://doi.org/10.1016/j.scs.2026.107755openalex-snapshot
Advancing sustainable construction: A trust-enhanced model of AI adoption and realised use
inferred← citeshttps://doi.org/10.1016/j.ssci.2025.106972openalex-snapshot
Causal factors and prevention strategies of accidents in residential construction: perspectives from construction managers
inferred← citeshttps://doi.org/10.1016/j.techfore.2026.124689openalex-snapshot
Generative artificial intelligence and the built environment: An analysis of sentiments and socioeconomic implications
inferred← citeshttps://doi.org/10.1017/pds.2025.10208openalex-snapshot
Generative AI-powered parametric modeling and BIM for architectural design and visualization
inferred← citeshttps://doi.org/10.1061/9780784486627.103openalex-snapshot
RAG-Based Stakeholder Agent Construction for Cross-Regional Collaboration in the Construction Industry: A Case Study of the Guangdong–Hong Kong–Macao Greater Bay Area
inferred← citeshttps://doi.org/10.1061/9780784486962.027openalex-snapshot
A Fuzzy Fault Tree Analysis Model for Evaluating the Failure Potential of Generative AI Integration in Construction Risk Management
inferred← citeshttps://doi.org/10.1061/9780784486962.031openalex-snapshot
Can Generative AI Reengineer Construction? Understanding Industry Awareness, Perception, and Digital Evolution
inferred← citeshttps://doi.org/10.1061/9780784486962.053openalex-snapshot
The Current State of Using AI Applications for Field Coordination Meeting Minutes of Construction Projects
inferred← citeshttps://doi.org/10.1061/9780784486993.001openalex-snapshot
Behavior, Perception, and Physiological Responses to AI-Generated Safety Training Materials
inferred← citeshttps://doi.org/10.1061/9780784486993.051openalex-snapshot
Artificial Intelligence and the Construction Workforce: A Framework for Assessing Automation Potential and Future Skill Needs
inferred← citeshttps://doi.org/10.1061/ajrua6.rueng-1494openalex-snapshot
Evaluating Contributions of Emerging Technologies to Civil Infrastructure System Resilience. I: A Decision-Making Workflow
inferred← citeshttps://doi.org/10.1061/jccee5.cpeng-6315openalex-snapshot
Safety Consultation for Prefabricated Construction: A Localized Retrieval-Augmented Generative Question-Answering System
inferred← citeshttps://doi.org/10.1061/jccee5.cpeng-7915openalex-snapshot
MAESTRO: Fine-Tuned Multiagent Large Action Model-Based GenAI Assistant Integrating IoT Sensing, Smart Control, and Extended Reality for Human-Building Interaction
inferred← citeshttps://doi.org/10.1061/jcemd4.coeng-16658openalex-snapshot
Exploring Large Language Model AI tools in Construction Project Risk Assessment: Chat GPT Limitations in Risk Identification, Mitigation Strategies, and User Experience
inferred← citeshttps://doi.org/10.1061/jcemd4.coeng-17000openalex-snapshot
Integrating Ontologies and AI for Enhanced Workspace Planning and Knowledge Management
inferred← citeshttps://doi.org/10.1061/jcemd4.coeng-17444openalex-snapshot
Embracing Generative AI in Construction through a Quantitative Analysis and Weighted Score Ranking of Perceptions, Applications, and Complexities
inferred← citeshttps://doi.org/10.1061/jcemd4.coeng-17763openalex-snapshot
Exploring the Determinants of Generative Artificial Intelligence Use Intention: A Mixed Methods Study
inferred← citeshttps://doi.org/10.1061/jcemd4.coeng-17773openalex-snapshot
Construction Safety Knowledge Reasoning-Capable Large Language Model for Hydropower and Water Conservancy Engineering
inferred← citeshttps://doi.org/10.1061/jcemd4.coeng-17998openalex-snapshot
Evaluating Risk Distribution: A Stakeholder-Driven Causal Analysis of GenAI Adoption Risks in Construction Project Management
inferred← citeshttps://doi.org/10.1061/jcemd4.coeng-18827openalex-snapshot
Near-Term Performance Early Warning in Building Projects Using XGBoost and Earned Value Metrics
inferred← citeshttps://doi.org/10.1061/jmenea.meeng-7659openalex-snapshot
From Automation to Coevolution: A Systematic Review of Human–AI Interaction Hierarchies and Professional Implications in the Construction Industry
inferred← citeshttps://doi.org/10.1061/jmenea.meeng-7669openalex-snapshot
Digital Backbone of Collaborative Project Delivery: Mapping Organizational Pathways to Common Data Environment Adoption
inferred← citeshttps://doi.org/10.1063/5.0248356openalex-snapshot
Revolutionizing financial analysis and decision-making with AI-powered insights
inferred← citeshttps://doi.org/10.1080/01446193.2026.2732229openalex-snapshot
Age-group perspectives on large language models in the architecture, engineering, and construction industry: usage patterns, adoption expectations, trust, and future outlook
inferred← citeshttps://doi.org/10.1080/09613218.2026.2695750openalex-snapshot
Expert-informed causal mapping of generative AI adoption for net-zero built environment: a paradox theory perspective
inferred← citeshttps://doi.org/10.1080/10429247.2026.2616364openalex-snapshot
Empowering Green Innovation Through Artificial Intelligence: The Strategic Role of Organizational Agility and Technological Readiness in the Turkish Construction Sector
inferred← citeshttps://doi.org/10.1080/10630732.2026.2712205openalex-snapshot
Enhancing Sustainable Urban Mobility Services with Generative Artificial Intelligence: Applications, Opportunities and Challenges
inferred← citeshttps://doi.org/10.1080/10803548.2025.2543150openalex-snapshot
Computer vision-based safe distance-estimation method to prevent forklift tip-overs
inferred← citeshttps://doi.org/10.1080/14778238.2026.2734590openalex-snapshot
Enterprise knowledge digitization, knowledge integration capability, and inter-organizational knowledge sharing
inferred← citeshttps://doi.org/10.1080/15623599.2026.2636005openalex-snapshot
Artificial intelligence for construction planning and scheduling: an empirical PLS-SEM analysis of opportunities and barriers
inferred← citeshttps://doi.org/10.1080/15623599.2026.2643738openalex-snapshot
Structural investigation of Artificial Intelligence adoption challenges in developing regions through quantitative and qualitative approaches
inferred← citeshttps://doi.org/10.1080/15623599.2026.2664476openalex-snapshot
Prioritising generative AI adoption challenges in construction projects: a Fuzzy Analytic Hierarchy Process approach
inferred← citeshttps://doi.org/10.1088/1755-1315/1389/1/012011openalex-snapshot
Integration of generative artificial intelligence across construction management
inferred← citeshttps://doi.org/10.1088/1755-1315/1638/1/012042openalex-snapshot
Artificial Intelligence in Civil Engineering: Current Applications, Engineering Capabilities, and Limitations
inferred← citeshttps://doi.org/10.1108/ci-02-2026-0050openalex-snapshot
Overcoming GenAI adoption barriers in construction cost management: evidence from Nigeria
inferred← citeshttps://doi.org/10.1108/ci-10-2025-0464openalex-snapshot
How to customize generative artificial intelligence? Case Finnish hospital construction
inferred← citeshttps://doi.org/10.1108/ecam-01-2025-0051openalex-snapshot
Generative AI on innovation performance of construction enterprises: the role of knowledge-based dynamic capabilities and enterprise AI capabilities
inferred← citeshttps://doi.org/10.1108/ecam-06-2024-0701openalex-snapshot
Building a construction law knowledge repository to enhance general-purpose large language model performance on domain question-answering: a case of China
inferred← citeshttps://doi.org/10.1108/ecam-08-2024-1143openalex-snapshot
Usability of large language models for building construction safety risk assessment
inferred← citeshttps://doi.org/10.1108/jfm-07-2024-0084openalex-snapshot
The role of artificial intelligence in achieving sustainable construction projects: how prepared are stakeholders in a developing economy?
inferred← citeshttps://doi.org/10.1109/access.2024.3488726openalex-snapshot
Application of the Lightweight BERT Model for the Warning of Tourism Public Opinion Emergencies
inferred← citeshttps://doi.org/10.1109/access.2026.3725913openalex-snapshot
Explicit Cognitive Allocation: A Principle for Governed and Reviewable LLM-Assisted Inquiry
inferred← citeshttps://doi.org/10.1109/compsac65507.2025.00251openalex-snapshot
AI and Generative AI Transforming Disaster Management: A Survey of Damage Assessment and Response Techniques
inferred← citeshttps://doi.org/10.1109/dasa63652.2024.10836262openalex-snapshot
Enhancing Software Engineering with AI: Key Insights from ChatGPT
inferred← citeshttps://doi.org/10.1109/iccsc66714.2025.11135215openalex-snapshot
AI in the Age of Scientific Saturation: A Survey of How LLMs Rediscover the Obvious
inferred← citeshttps://doi.org/10.1109/inecce64959.2025.11150842openalex-snapshot
A Comparative Study Between a Finetuned Conditional Generative Adversarial Network (cGAN) and the A* Algorithm for BIM Clash Coordination
inferred← citeshttps://doi.org/10.1109/pcds61776.2024.10743897openalex-snapshot
Movie Recommender System Based on Generative AI
inferred← citeshttps://doi.org/10.1111/mice.70097openalex-snapshot
Design of masonry structures using conditional generative adversarial networks fused with property text information
inferred← citeshttps://doi.org/10.1136/bmjhci-2025-101640openalex-snapshot
Bridging generative AI and healthcare practice: insights from the GenAI Health Hackathon at Hospital Clínic de Barcelona
inferred← citeshttps://doi.org/10.1145/3706599.3720160openalex-snapshot
ArtifactShow: Incorporating Generative AI into Narrative Visualization for Interactive Cultural Experience
inferred← citeshttps://doi.org/10.1177/03611981251350643openalex-snapshot
Evaluating Expertise of Concrete Pavement Construction in Modern Large Language Models
inferred← citeshttps://doi.org/10.1177/14780771261454100openalex-snapshot
AI-assisted apprenticeship: Evaluating LLMs as real-time tutors for hands-on construction training
inferred← citeshttps://doi.org/10.1186/s13102-025-01182-7openalex-snapshot
Promises and perils of generative artificial intelligence: a narrative review informing its ethical and practical applications in clinical exercise physiology
inferred← citeshttps://doi.org/10.20944/preprints202311.1231.v1openalex-snapshot
AI Assistance in Enterprise Workflows: Enhancing Design Brief Creation for Designers
inferred← citeshttps://doi.org/10.2139/ssrn.6429799openalex-snapshot
A RAG-Enhanced Multimodal Large Language Model Framework for Culvert Inspection in Utah
inferred← citeshttps://doi.org/10.2139/ssrn.6614001openalex-snapshot
Advancing sustainable construction: a trust-enhanced model of AI adoption and actual use
inferred← citeshttps://doi.org/10.2139/ssrn.6989042openalex-snapshot
A Knowledge Graph Framework for Consistency Checking across Cost, Scheduling, and Resource Domains in Construction Projects with LLM-Supported Semantic Linking
inferred← citeshttps://doi.org/10.2139/ssrn.7227565openalex-snapshot
Exploring the barriers to generative artificial intelligence for green buildings in Ghana
inferred← citeshttps://doi.org/10.2174/0118748368514653261006200640openalex-snapshot
Artificial Intelligence in Construction Delay Analysis and Management: A Review
inferred← citeshttps://doi.org/10.23977/jaip.2024.070107openalex-snapshot
Research on the Application of ChatGPT in the Interdisciplinars of Higher Education
inferred← citeshttps://doi.org/10.24002/jarina.v3i1.8347openalex-snapshot
Generative Artificial Intelligence to Enhance Architecture Education to Develop Digital Literacy and Holistic Competency
inferred← citeshttps://doi.org/10.24036/invotek.v23i3.1153openalex-snapshot
Application of Artificial Intelligence (AI) in Construction Management: A Systematic Literature Review
inferred← citeshttps://doi.org/10.26599/jic.2025.9180094openalex-snapshot
Generative Artificial Intelligence in AEC Organizations: A Literature and SWOT Analysis
inferred← citeshttps://doi.org/10.26634/jfet.20.3.21916openalex-snapshot
Reimagining manufacturing with generative AI: A comprehensive review of current applications and future directions
inferred← citeshttps://doi.org/10.32628/cseit251112259openalex-snapshot
AI in Construction Project Management: Enhancing Efficiency and Reducing Costs
inferred← citeshttps://doi.org/10.33889/ijmems.2026.11.2.041openalex-snapshot
Unravelling the Blockades in Implementing Large Language Models in Construction Sector
inferred← citeshttps://doi.org/10.3389/fbuil.2025.1713342openalex-snapshot
The overlooked frontier of AI in construction: conversational, document-native automation for administrative workflows
inferred← citeshttps://doi.org/10.3389/frai.2024.1404647openalex-snapshot
AI assistance in enterprise UX design workflows: enhancing design brief creation for designers
inferred← citeshttps://doi.org/10.3390/architecture4040046openalex-snapshot
Generative AI Applications in Architecture, Engineering, and Construction: Trends, Implications for Practice, Education & Imperatives for Upskilling—A Review
inferred← citeshttps://doi.org/10.3390/architecture4040055openalex-snapshot
Multi-Objective Framework for Resilient Post-Disaster Self-Built Residential Buildings
inferred← citeshttps://doi.org/10.3390/bdcc8110146openalex-snapshot
Leveraging Large Language Models for Enhancing Literature-Based Discovery
inferred← citeshttps://doi.org/10.3390/buildings14082374openalex-snapshot
Current Research and Future Directions for Off-Site Construction through LangChain with a Large Language Model
inferred← citeshttps://doi.org/10.3390/buildings14082499openalex-snapshot
A GPT-Powered Assistant for Real-Time Interaction with Building Information Models
inferred← citeshttps://doi.org/10.3390/buildings14113480openalex-snapshot
Interdisciplinary Perspectives on Agent-Based Modeling in the Architecture, Engineering, and Construction Industry: A Comprehensive Review
inferred← citeshttps://doi.org/10.3390/buildings15060933openalex-snapshot
Generative AI, Large Language Models, and ChatGPT in Construction Education, Training, and Practice
inferred← citeshttps://doi.org/10.3390/buildings15111944openalex-snapshot
Application of Large Language Models in the AECO Industry: Core Technologies, Application Scenarios, and Research Challenges
inferred← citeshttps://doi.org/10.3390/buildings15173190openalex-snapshot
Human–AI Teaming in Structural Analysis: A Model Context Protocol Approach for Explainable and Accurate Generative AI
inferred← citeshttps://doi.org/10.3390/buildings15183399openalex-snapshot
Harnessing Large Language Models for Digital Building Logbook Implementation
inferred← citeshttps://doi.org/10.3390/buildings15234296openalex-snapshot
Adopting Large Language Models in the Construction Industry: Drivers, Barriers, and Strategic Implications from China
inferred← citeshttps://doi.org/10.3390/buildings16020396openalex-snapshot
Modular Chain-of-Thought (CoT) for LLM-Based Conceptual Construction Cost Estimation
inferred← citeshttps://doi.org/10.3390/buildings16040706openalex-snapshot
Dispute Management in the Digital Era: The Role of Artificial Intelligence and Emerging Technologies
inferred← citeshttps://doi.org/10.3390/buildings16091720openalex-snapshot
Algorithms Without Foundations—Quantifying the Technocentric Bias in Construction AI Research Against Practitioner-Identified Adoption Barriers
inferred← citeshttps://doi.org/10.3390/buildings16091753openalex-snapshot
Interpretive Structural Modeling (ISM) of Barriers to AI Adoption in Saudi Arabia’s Construction Industry
inferred← citeshttps://doi.org/10.3390/buildings16142886openalex-snapshot
Level of Naming Compliance: Syntactic, Referential, and LLM-Supported Semantic Validation of BIM/CDE File Names
inferred← citeshttps://doi.org/10.3390/buildings16153050openalex-snapshot
Artificial Intelligence in Preconstruction Cost Estimation: A Systematic Review
inferred← citeshttps://doi.org/10.3390/buildings16163324openalex-snapshot
Bridging the Gap: A Human-Orchestrated Proto-AGI Workflow for Cross-Domain Structural Engineering Assessment
inferred← citeshttps://doi.org/10.3390/computers15050289openalex-snapshot
Generative AI for Education in Infrastructure Systems: Lessons from a BIM-Based Rule-Checking
inferred← citeshttps://doi.org/10.3390/data10110169openalex-snapshot
Toward Responsible AI in High-Stakes Domains: A Dataset for Building Static Analysis with LLMs in Structural Engineering
inferred← citeshttps://doi.org/10.3390/electronics13091687openalex-snapshot
The Use of Technology Assisted by Artificial Intelligence Depending on the Companies’ Digital Maturity Level
inferred← citeshttps://doi.org/10.3390/en18225921openalex-snapshot
EnergAI: A Large Language Model-Driven Generative Design Method for Early-Stage Building Energy Optimization
inferred← citeshttps://doi.org/10.3390/en18236163openalex-snapshot
Generative AI for Sustainable Smart Environments: A Review of Energy Systems, Buildings, and User-Centric Decision-Making
inferred← citeshttps://doi.org/10.3390/info17090899openalex-snapshot
From Proof-of-Concept to Production: A Techno-Functional Framework for Generative AI Adoption in Enterprise Settings
inferred← citeshttps://doi.org/10.3390/robotics14090117openalex-snapshot
Framework for LLM-Enabled Construction Robot Task Planning: Knowledge Base Preparation and Robot–LLM Dialogue for Interior Wall Painting
inferred← citeshttps://doi.org/10.3390/s25175265openalex-snapshot
AI-Powered Building Ecosystems: A Narrative Mapping Review on the Integration of Digital Twins and LLMs for Proactive Comfort, IEQ, and Energy Management
inferred← citeshttps://doi.org/10.3390/smartcities9070114openalex-snapshot
Multimodal Generative AI for Construction-Site Management and Monitoring: A Field-Based Evaluation
inferred← citeshttps://doi.org/10.3390/su18125855openalex-snapshot
Education and Training for Emerging Technology Adoption and Expertise: Insights from Australian Construction
inferred← citeshttps://doi.org/10.36227/techrxiv.23589741.v4openalex-snapshot
Large Language Models: A Comprehensive Survey of its Applications, Challenges, Limitations, and Future Prospects
inferred← citeshttps://doi.org/10.37055/nsz/203481openalex-snapshot
Exploring Employees’ Accountability in Knowledge Management Systems Enhanced by Generative Artificial Intelligence
inferred← citeshttps://doi.org/10.4018/979-8-3373-0396-3.ch001openalex-snapshot
The AI Classroom Genie Effect
inferred← citeshttps://doi.org/10.4018/979-8-3373-2497-5.ch002openalex-snapshot
Artificial Intelligence and Business Strategy
inferred← citeshttps://doi.org/10.4018/979-8-3373-7966-1.ch010openalex-snapshot
Toward Intelligent Engineering Systems of Collaborative AI–Human in High-Risk and High-Complexity Environments
inferred← citeshttps://doi.org/10.4018/979-8-3693-2418-9.ch012openalex-snapshot
Revolutionizing Creative Education
inferred← citeshttps://doi.org/10.5130/ajceb.v24i1/2.8783openalex-snapshot
Framework for Evaluating the Success of Integrated Project Delivery in the Industrial Construction Sector: A Mixed Methods Approach & Machine Learning Application
inferred← citeshttps://doi.org/10.52783/jier.v4i2.960openalex-snapshot
Explainable AI: Bridging the Gap between Machine Learning Models and Human Understanding
inferred← citeshttps://doi.org/10.55056/ceur-ws.org/vol-4048/paper22.pdfopenalex-snapshot
Intelligent Information Technology for Inventory and Utilization of Construction and Demolition Waste From Damaged Infrastructure Facilities
inferred← citeshttps://doi.org/10.5772/intechopen.1014050openalex-snapshot
Intelligent Concrete: AI-Driven Design and Optimization of Reinforced Concrete Structures
inferred← citeshttps://doi.org/10.59214/euch/1.2025.66openalex-snapshot
The transformative integration of artificial intelligence in architectural practice: from generative design to sustainable building performance
inferred← citeshttps://doi.org/10.59722/riic.v3i1.1029openalex-snapshot
Inteligencia artificial y macrodatos en la gestión del talento para megaconstrucciones
inferred← citeshttps://doi.org/10.63530/ijcsitr_2025_06_03_002openalex-snapshot
Scalability of Generative AI Models: Challenges and Opportunities in Large-Scale Data Generation and Training
inferred← citeshttps://doi.org/10.7250/csimq.2025-43.02openalex-snapshot
Advancing Digital Supply Chains through Generative AI: A Strategic Framework with the ELECTRE III Method
Editorial review for independent work. ICSAC — the Institute for Complexity
Science and Advanced Computing — runs a structured editorial panel for researchers
publishing outside journals, and publishes on CiteStamp rails. Submission is free
and goes through ORCID: icsacinstitute.org/submit.