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 | 1850 | 2021 |
Real-time vibration-based structural damage detection using one-dimensional convolutional neural networks O Abdeljaber, O Avci, S Kiranyaz, M Gabbouj, D Inman Journal of Sound and Vibration 388, 154-170, 2017 | 1157 | 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 | 894 | 2021 |
1-D CNNs for Structural Damage Detection: Verification on a Structural Health Monitoring Benchmark Data O Abdeljaber, O Avci, S Kiranyaz, B Boashash, H Sodano, D Inman Neurocomputing 275, 1308-1317, 2018 | 470 | 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 | 270 | 2019 |
Wireless and real-time structural damage detection: A novel decentralized method for wireless sensor networks O Avci, O Abdeljaber, S Kiranyaz, MFM Hussein, DJ Inman Journal of Sound and Vibration 424, 158-172, 2018 | 216 | 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 | 156 | 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, Conference …, 2017 | 136 | 2017 |
Fault Detection and Severity Identification of Ball Bearings by Online Condition Monitoring O Abdeljaber, S Sassi, O Avci, S Kiranyaz, A Ibrahim, M Gabbouj IEEE Transactions on Industrial Electronics, 2018 | 123 | 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 | 70 | 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 | 68 | 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, ISSN (online): 1943-5568, 2016 | 65 | 2016 |
Blind identification of the Millikan Library from earthquake data considering soil–structure interaction SF Ghahari, F Abazarsa, O Avci, M Celebi, E Taciroglu Structural Control and Health Monitoring, 2015 | 50 | 2015 |
Convolutional neural networks for real-time and wireless damage detection O Avci, O Abdeljaber, S Kiranyaz, D Inman Dynamics of Civil Structures, Volume 2. Conference Proceedings of the …, 2020 | 46 | 2020 |
Review of Pedestrian Load Models for Vibration Serviceability Assessment of Floor Structures Z Muhammad, P Reynolds, O Avci, MFM Hussein Vibration 2 (1), 1-24, 2018 | 42 | 2018 |
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, T Do Frontiers in Built Environment 3, 38, 2017 | 42 | 2017 |
Simplified Vibration Serviceability Evaluation of Slender Monumental Stairs B Davis, O Avci ASCE Journal of Structural Engineering, 2015 | 42 | 2015 |
Dynamic Forces Induced by a Single Pedestrian: A Literature Review A Younis, O Avci, M Hussein, B Davis, P Reynolds Applied Mechanics Reviews 69 (2), 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, D Inman 25th International Congress on Sound and Vibration, Hiroshima, Japan, 2018 | 38 | 2018 |
Optimization of linear zigzag insert metastructures for low-frequency vibration attenuation using genetic algorithms O Abdeljaber, O Avci, S Kiranyaz, D Inman Mechanical Systems and Signal Processing 84 (Part A), 625–641, 2017 | 35 | 2017 |