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Ethics of artificial intelligence and robotics in the architecture, engineering, and construction industry
Artificial intelligence (AI) and robotics research and implementation emerged in the
architecture, engineering, and construction (AEC) industry to positively impact project …
architecture, engineering, and construction (AEC) industry to positively impact project …
[HTML][HTML] Advanced insights through systematic analysis: Map** future research directions and opportunities for xAI in deep learning and artificial intelligence used in …
This paper engages in a comprehensive investigation concerning the application of
Explainable Artificial Intelligence (xAI) within the context of deep learning and Artificial …
Explainable Artificial Intelligence (xAI) within the context of deep learning and Artificial …
Causal discovery and reasoning for geotechnical risk analysis
Artificial intelligence (AI), such as machine learning (ML) models, is profoundly impacting an
organization's ability to assess safety risks during the construction of tunnels. Yet, ML …
organization's ability to assess safety risks during the construction of tunnels. Yet, ML …
Generative AI in the Construction Industry: A State-of-the-art Analysis
The construction industry is a vital sector of the global economy, but it faces many
productivity challenges in various processes, such as design, planning, procurement …
productivity challenges in various processes, such as design, planning, procurement …
A status digital twin approach for physically monitoring over-and-under excavation in large tunnels
Accurate assessments of over-and-under-excavation volumes during tunnel construction are
critical for stability and structural safety. Over-and-under-excavation assessment is typically …
critical for stability and structural safety. Over-and-under-excavation assessment is typically …
Fault diagnosis of rolling bearings under variable conditions based on unsupervised domain adaptation method
The paper proposes an unsupervised deep convolutional dynamic joint distribution domain
adaptive network model for the problem of bearing fault diagnosis under variable conditions …
adaptive network model for the problem of bearing fault diagnosis under variable conditions …
Efficacy assessment for multi-vehicle formations based on data augmentation considering reliability
H Zhang, R Yang, W He - Advanced Engineering Informatics, 2024 - Elsevier
Nowadays, aerial vehicle swarm (AVS) formations have been widely applied to military
actions. Meanwhile, assessing their efficacy has also received increasing attention due to …
actions. Meanwhile, assessing their efficacy has also received increasing attention due to …
Geotechnical risk modeling using an explainable transfer learning model incorporating physical guidance
While Artificial intelligence (AI) has been successfully applied in assessing geotechnical
risk, such methods heavily rely on data quality to achieve satisfactory performance, and their …
risk, such methods heavily rely on data quality to achieve satisfactory performance, and their …
[HTML][HTML] Leveraging explainable AI for informed building retrofit decisions: Insights from a survey
D Leuthe, J Mirlach, S Wenninger, C Wiethe - Energy and buildings, 2024 - Elsevier
Accurate predictions of building energy consumption are essential for reducing the energy
performance gap. While data-driven energy quantification methods based on machine …
performance gap. While data-driven energy quantification methods based on machine …
A pragmatist research agenda for employing psychological heuristics in construction: Context, design, artificial intelligence, and performance evaluation
PED Love - IEEE Transactions on Engineering Management, 2024 - ieeexplore.ieee.org
Psychological heuristics are formal models of decision making relying on core psychological
capacities, such as perception, attention, memory, language, emotion regulation, and social …
capacities, such as perception, attention, memory, language, emotion regulation, and social …