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Roles of artificial intelligence in construction engineering and management: A critical review and future trends
With the extensive adoption of artificial intelligence (AI), construction engineering and
management (CEM) is experiencing a rapid digital transformation. Since AI-based solutions …
management (CEM) is experiencing a rapid digital transformation. Since AI-based solutions …
State-of-the-art review on advancements of data mining in structural health monitoring
To date, data mining (DM) techniques, ie artificial intelligence, machine learning, and
statistical methods have been utilized in a remarkable number of structural health monitoring …
statistical methods have been utilized in a remarkable number of structural health monitoring …
Seismic control of adaptive variable stiffness intelligent structures using fuzzy control strategy combined with LSTM
H Zhang, L Wang, W Shi - Journal of Building Engineering, 2023 - Elsevier
A novel semi-active control algorithm for adaptive variable stiffness intelligent structures that
combines the fuzzy control strategy with Long Short-Term Memory (LSTM) is proposed in …
combines the fuzzy control strategy with Long Short-Term Memory (LSTM) is proposed in …
Physics-guided, physics-informed, and physics-encoded neural networks in scientific computing
Recent breakthroughs in computing power have made it feasible to use machine learning
and deep learning to advance scientific computing in many fields, including fluid mechanics …
and deep learning to advance scientific computing in many fields, including fluid mechanics …
Physics-guided, physics-informed, and physics-encoded neural networks and operators in scientific computing: Fluid and solid mechanics
Advancements in computing power have recently made it possible to utilize machine
learning and deep learning to push scientific computing forward in a range of disciplines …
learning and deep learning to push scientific computing forward in a range of disciplines …
A deep learning‐based image captioning method to automatically generate comprehensive explanations of bridge damage
Photographs of bridges can reveal considerable technical information such as the part of the
structure that is damaged and the type of damage. Maintenance and inspection engineers …
structure that is damaged and the type of damage. Maintenance and inspection engineers …
Self‐training with Bayesian neural networks and spatial priors for unsupervised domain adaptation in crack segmentation
P Chun, T Kikuta - Computer‐Aided Civil and Infrastructure …, 2024 - Wiley Online Library
This study proposes a novel self‐training framework for unsupervised domain adaptation in
the segmentation of concrete wall cracks using accumulated crack data. The proposed …
the segmentation of concrete wall cracks using accumulated crack data. The proposed …
Transformer‐optimized generation, detection, and tracking network for images with drainage pipeline defects
D Ma, H Fang, N Wang, H Lu… - Computer‐Aided Civil …, 2023 - Wiley Online Library
Regular detection of defects in drainage pipelines is crucial. However, some problems
associated with pipeline defect detection, such as data scarcity and defect counting difficulty …
associated with pipeline defect detection, such as data scarcity and defect counting difficulty …
LSTM, WaveNet, and 2D CNN for nonlinear time history prediction of seismic responses
Predicting the nonlinear time-history responses of civil engineering structures under seismic
loading remains an essential task in earthquake engineering. This paper explores the …
loading remains an essential task in earthquake engineering. This paper explores the …
Real‐time regional seismic damage assessment framework based on long short‐term memory neural network
Effective post‐earthquake response requires a prompt and accurate assessment of
earthquake‐induced damage. However, existing damage assessment methods cannot …
earthquake‐induced damage. However, existing damage assessment methods cannot …