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Onur Avci
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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
24652021
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
13032017
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
11712021
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
5332018
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
3562019
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
2552018
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
1702016
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
1602017
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
1392018
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
782016
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
722016
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
702016
Generative adversarial networks for labeled acceleration data augmentation for structural damage detection
F Luleci, FN Catbas, O Avci
Journal of Civil Structural Health Monitoring 13 (1), 181-198, 2023
562023
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
552020
CycleGAN for undamaged-to-damaged domain translation for structural health monitoring and damage detection
F Luleci, FN Catbas, O Avci
Mechanical Systems and Signal Processing 197, 110370, 2023
542023
A literature review: Generative adversarial networks for civil structural health monitoring
F Luleci, FN Catbas, O Avci
Front. Built Environ. Struct. Sens. Control Asset Manag 8, 1027379, 2022
502022
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
502015
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
482018
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
472018
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
462017
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