[HTML][HTML] A literature review: Generative adversarial networks for civil structural health monitoring
Structural Health Monitoring (SHM) of civil structures has been constantly evolving with
novel methods, advancements in data science, and more accessible technology to address …
novel methods, advancements in data science, and more accessible technology to address …
[HTML][HTML] Extended reality (XR) for condition assessment of civil engineering structures: A literature review
Condition assessment of civil engineering structures has been an active research area due
to growing concerns over the safety of aged as well as new civil structures. Utilization of …
to growing concerns over the safety of aged as well as new civil structures. Utilization of …
Improved undamaged-to-damaged acceleration response translation for Structural Health Monitoring
Unpaired image-to-image translation is a popular research topic in computer vision and
graphics. Recently, the authors of this paper took a similar approach and translated the …
graphics. Recently, the authors of this paper took a similar approach and translated the …
[HTML][HTML] Microstructural image based convolutional neural networks for efficient prediction of full-field stress maps in short fiber polymer composites
S Gupta, T Mukhopadhyay, V Kushvaha - Defence Technology, 2023 - Elsevier
The increased demand for superior materials has highlighted the need of investigating the
mechanical properties of composites to achieve enhanced constitutive relationships. Fiber …
mechanical properties of composites to achieve enhanced constitutive relationships. Fiber …
A review of latest trends in bridge health monitoring
Structural damage is inherent in civil engineering structures, and bridges are no exception. It
is vital to monitor and keep track of damage in bridge structures as a result of multiple …
is vital to monitor and keep track of damage in bridge structures as a result of multiple …
Structural state translation: Condition transfer between civil structures using domain-generalization for structural health monitoring
Using Structural Health Monitoring (SHM) systems with extensive sensing arrangements on
every civil structure can be costly and impractical. Various concepts have been introduced to …
every civil structure can be costly and impractical. Various concepts have been introduced to …
[HTML][HTML] Monitoring the misalignment of machine tools with autoencoders after they are trained with transfer learning data
M Demetgul, Q Zheng, IN Tansel, J Fleischer - The International Journal of …, 2023 - Springer
CNC machines have revolutionized manufacturing by enabling high-quality and high-
productivity production. Monitoring the condition of these machines during production would …
productivity production. Monitoring the condition of these machines during production would …
Hierarchical Neural Network and Simulation Based Structural Defect Identification and Classification
DS Singh, GBL Chowdary… - Structural Control and …, 2023 - Wiley Online Library
A vibration data‐driven structural defect identification and classification technique is
developed using frequency response under random excitation and a hierarchical neural …
developed using frequency response under random excitation and a hierarchical neural …
Investigating Emerging Technologies In Civil Structural Health Monitoring: Generative Artificial Intelligence And Virtual Reality
F Luleci - 2024 - stars.library.ucf.edu
Condition assessment of civil engineering infrastructure systems is of growing importance as
they face aging and degradation due to both human-made activities and environmental …
they face aging and degradation due to both human-made activities and environmental …
[HTML][HTML] Generative adversarial network for predicting visible deterioration and NDE condition maps in highway bridge decks
A Najafi, J Braley, N Gucunski, A Maher - Journal of Infrastructure …, 2023 - Elsevier
Bridge decks tend to degrade faster than other bridge components due to environment
exposure and vehicular loading. Periodic degradation monitoring is needed for timely …
exposure and vehicular loading. Periodic degradation monitoring is needed for timely …