Onur Avcı
- 1D convolutional neural networks and applications: A survey
2019/05/09 by Kiranyaz, Mustafa Serkan, Serkan Kiranyaz, Kiranyaz, Serkan +13 · 32 citations
Computer Science · Engineering · #Advanced Neural Network Applications #Anomaly Detection Techniques and Applications #Industrial Vision Systems and Defect Detection
- Real-time vibration-based structural damage detection using one-dimensional convolutional neural networks
2016/11/10 by Osama Abdeljaber, Onur Avcı, Onur Avci +4 · 11 citations
Engineering · #Structural Health Monitoring Techniques #Infrastructure Maintenance and Monitoring #Ultrasonics and Acoustic Wave Propagation
- A review of vibration-based damage detection in civil structures: From traditional methods to Machine Learning and Deep Learning applications
2020/07/02 by Onur Avcı, Osama Abdeljaber, Serkan Kıranyaz +3 · 5 citations
Engineering · #Concrete Corrosion and Durability #Infrastructure Maintenance and Monitoring #Structural Health Monitoring Techniques
- Zero-Shot Transfer Learning for Structural Health Monitoring using Generative Adversarial Networks and Spectral Mapping
2022/12/07 by Mohammad Hesam Soleimani‐Babakamali, Roksana Soleimani-Babakamali, Soleimani-Babakamali, Mohammad Hesam +9 · 5 citations
Engineering · #Ultrasonics and Acoustic Wave Propagation #Structural Health Monitoring Techniques #Non-Destructive Testing Techniques