| 1D convolutional neural networks and applications: A survey S Kiranyaz, O Avci, O Abdeljaber, T Ince, M Gabbouj, DJ Inman Mechanical systems and signal processing 151, 107398, 2021 | 1443 | 2021 |
| Real-time vibration-based structural damage detection using one-dimensional convolutional neural networks O Abdeljaber, O Avci, S Kiranyaz, M Gabbouj, DJ Inman Journal of Sound and Vibration 388, 154-170, 2017 | 997 | 2017 |
| A review of vibration-based damage detection in civil structures: From traditional methods to Machine Learning and Deep Learning applications O Avci, O Abdeljaber, S Kiranyaz, M Hussein, M Gabbouj, DJ Inman Mechanical systems and signal processing 147, 107077, 2021 | 683 | 2021 |
| 1-D CNNs for structural damage detection: Verification on a structural health monitoring benchmark data O Abdeljaber, O Avci, MS Kiranyaz, B Boashash, H Sodano, DJ Inman Neurocomputing 275, 1308-1317, 2018 | 413 | 2018 |
| 1-D convolutional neural networks for signal processing applications S Kiranyaz, T Ince, O Abdeljaber, O Avci, M Gabbouj ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019 | 225 | 2019 |
| Wireless and real-time structural damage detection: A novel decentralized method for wireless sensor networks O Avci, O Abdeljaber, S Kiranyaz, M Hussein, DJ Inman Journal of Sound and Vibration 424, 158-172, 2018 | 182 | 2018 |
| Active vibration control of flexible cantilever plates using piezoelectric materials and artificial neural networks O Abdeljaber, O Avci, DJ Inman Journal of sound and Vibration 363, 33-53, 2016 | 144 | 2016 |
| Structural damage detection in real time: implementation of 1D convolutional neural networks for SHM applications O Avci, O Abdeljaber, S Kiranyaz, D Inman Structural Health Monitoring & Damage Detection, Volume 7: Proceedings of …, 2017 | 118 | 2017 |
| Fault detection and severity identification of ball bearings by online condition monitoring O Abdeljaber, S Sassi, O Avci, S Kiranyaz, AA Ibrahim, M Gabbouj IEEE Transactions on Industrial Electronics 66 (10), 8136-8147, 2018 | 102 | 2018 |
| Optimization of chiral lattice based metastructures for broadband vibration suppression using genetic algorithms O Abdeljaber, O Avci, DJ Inman Journal of Sound and Vibration 369, 50-62, 2016 | 65 | 2016 |
| Self-organizing maps for structural damage detection: a novel unsupervised vibration-based algorithm O Avci, O Abdeljaber Journal of Performance of Constructed Facilities 30 (3), 04015043, 2016 | 64 | 2016 |
| Nonparametric structural damage detection algorithm for ambient vibration response: utilizing artificial neural networks and self-organizing maps O Abdeljaber, O Avci Journal of Architectural Engineering 22 (2), 04016004, 2016 | 59 | 2016 |
| Sensing and monitoring for stadium structures: a review of recent advances and a forward look FN Catbas, O Celik, O Avci, O Abdeljaber, M Gul, NT Do Frontiers in built environment 3, 38, 2017 | 39 | 2017 |
| Efficiency validation of one dimensional convolutional neural networks for structural damage detection using a SHM benchmark data O Avci, O Abdeljaber, S Kiranyaz, B Boashash, H Sodano, DJ Inman Proc. 25th Int. Conf. Sound Vib.(ICSV), 4600-4607, 2018 | 35 | 2018 |
| Convolutional neural networks for real-time and wireless damage detection O Avci, O Abdeljaber, S Kiranyaz, D Inman Dynamics of Civil Structures, Volume 2: Proceedings of the 37th IMAC, A …, 2020 | 34 | 2020 |
| Dynamic Testing of a Laboratory Stadium Structure O Abdeljaber, A Younis, O Avci, M Gul, O Celik, H Zhang | 31 | 2016 |
| Optimization of linear zigzag insert metastructures for low-frequency vibration attenuation using genetic algorithms O Abdeljaber, O Avci, S Kiranyaz, DJ Inman Mechanical Systems and Signal Processing 84, 625-641, 2017 | 30 | 2017 |
| Recent issues on stadium monitoring and serviceability: A review O Celik, NT Do, O Abdeljaber, M Gul, O Avci, FN Catbas Dynamics of Coupled Structures, Volume 4: Proceedings of the 34th IMAC, A …, 2016 | 28 | 2016 |
| Novel framework for vibration serviceability assessment of stadium grandstands considering durations of vibrations NT Do, M Gül, O Abdeljaber, O Avci Journal of Structural Engineering 144 (2), 04017214, 2018 | 20 | 2018 |
| Quantification of structural damage with self-organizing maps O Abdeljaber, O Avci, NT Do, M Gul, O Celik, FN Catbas Structural Health Monitoring, Damage Detection & Mechatronics, Volume 7 …, 2016 | 20 | 2016 |
Onur AvciAssistant Professor, West Virginia UniversityVerified email at mail.wvu.edu
