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Onur Avci, PhD, PE Herbert P. Dripps Faculty Fellow | 2024 AISC Terry Peshia Early Career Faculty

Publications

Journal Publications

  1. Shrestha, P., Avci, O., Rifai, S., Abla, F., Seek, M., Barth, K., Halabe, U. “A Review of Infrared Thermography Applications for Civil Infrastructure”. Structural Durability & Health Monitoring (2025). https://www.techscience.com/sdhm/online/detail/22338
  2. Soleimani-Babakamali, M.H., Soleimani-Babakamali, R., Kashfi-Yeganeh, A., Nasrollahzadeh, K., Avci, O. , Kiranyaz, S. and Taciroglu, E., 2024. Multi-Source Transfer Learning for zero-shot Structural Damage Detection. Applied Soft Computing, p.112519. https://doi.org/10.1016/j.asoc.2024.112519
  3. Yousefifard, H.S., Amiri, G.G., Darvishan, E. and Avci, O. (2025). “Intelligent hybrid approaches utilizing time series forecasting error for enhanced structural health monitoring”. Mechanical Systems and Signal Processing, 224, p.112177. https://doi.org/10.1016/j.ymssp.2024.112177
  4. Soleimani-Babakamali R, Soleimani-Babakamali MH, Heravi MA, Askari M, Avci O, Taciroglu E. (2024). “Transferring Damage Detection Knowledge Across Rotating Machines and Framed Structures: Harnessing Domain Adaptation and Contrastive Learning”, Mechanical Systems and Signal Processing, Elsevier. https://doi.org/10.1016/j.ymssp.2024.111743
  5. Soleimani, R., Soleimani-Babakamali, M., Meng, S., Avci, O. , Taciroglu, E. (2024). “Computer vision tools for early post-disaster assessment: Enhancing generalizability”, Engineering Applications of Artificial Intelligence, Elsevier. https://doi.org/10.1016/j.engappai.2024.108855
  6. Avci, O., Abdeljaber, O., Gul, M., Catbas, F.N., Celik, O., Kiranyaz, S. (2024). “Monitoring framework development for a network of multiple laboratory structures”, Journal of Building Engineering, Volume 92, 109771. https://doi.org/10.1016/j.jobe.2024.109771
  7. Kiranyaz, S., Devecioglu, O.C., Alhams, A., Sassi, S., Ince, T., Avci, O. and Gabbouj, M., 2023. “Exploring Sound vs Vibration for Robust Fault Detection on Rotating Machinery”, IEEE Sensors Journal. https://ieeexplore.ieee.org/document/10546956
  8. Seek, M.W. and Avci, O. (2024). “Assessment of purlins with paired torsion bracing in sloped roof systems: Direct strength method approach”. Structures (Vol. 62, p. 106157), Elsevier. https://doi.org/10.1016/j.istruc.2024.106157
  9. Kiranyaz, S., Devecioglu, O.C., Alhams, A., Sassi, S., Ince, T., Abdeljaber, O., Avci, O., Gabbouj, M. (2024). “Zero-shot motor health monitoring by blind domain transition”, Mechanical Systems and Signal Processing, Elsevier. https://doi.org/10.1016/j.ymssp.2024.111147
  10. Soleimani-Babakamali, M.H., Soleimani-Babakamali, R., Nasrollahzadeh, K., Avci, O., Kiranyaz, S. and Taciroglu, E. (2023). “Zero-Shot Transfer Learning for Structural Health Monitoring using Generative Adversarial Networks and Spectral Mapping”, Mechanical Systems and Signal Processing, Elsevier. https://doi.org/10.1016/j.ymssp.2023.110404
  11. Luleci, F., Catbas, F.N., and Avci, O. (2023). “CycleGAN for Undamaged-to-Damaged Domain Translation for Structural Health Monitoring and Damage Detection”, Mechanical Systems and Signal Processing, Elsevier. https://doi.org/10.1016/j.ymssp.2023.110370
  12. Luleci, F., Avci, O. , and Catbas, F.N., (2023). “Improved undamaged-to-damaged acceleration response translation for Structural Health Monitoring”, Engineering Applications of Artificial Intelligence, Volume 122, 106146. https://doi.org/10.1016/j.engappai.2023.106146
  13. Seek, M.W. and Avci, O. (2023). Evaluation of local and distortional buckling strength of purlins with paired torsion bracing using Direct Strength Method.Journal of Constructional Steel Research,203, p.107698. https://doi.org/10.1016/j.jcsr.2022.107698
  14. Luleci, F., Catbas, F.N., and Avci, O. (2022). “A Literature Review: Generative Adversarial Networks for Civil Structural Health Monitoring”. Frontiers in Built Environment. https://doi.org/10.3389/fbuil.2022.1027379
  15. Luleci, F., Catbas, F.N. and Avci, O., (2022). “Generative adversarial networks for labeled acceleration data augmentation for structural damage detection”. Journal of Civil Structural Health Monitoring, pp.1-18. https://link.springer.com/article/10.1007/s13349-022-00627-8
  16. Catbas, F.N. and Avci, O. (2022). "A Review of Latest Trends in Bridge Health Monitoring." In Proceedings of the Institution of Civil Engineers - Bridge Engineering, pp. 1-40. Thomas Telford Ltd, 2022. https://doi.org/10.1680/jbren.21.00093
  17. Al-Smadi, Y.M., Al-Rousan, R.Z., Laradhi, A.A., Avci, O. (2022). “Vibration Serviceability Investigation of a Curved Footbridge”, ASCE Practice Periodical on Structural Design and Construction. https://doi.org/10.1061/(ASCE)SC.1943-5576.0000714
  18. Luleci, F., Catbas, F.N., Avci, O. (2022). “Generative Adversarial Networks for Data Generation in Structural Health Monitoring”, Frontiers in Built Environment. https://doi.org/10.3389/fbuil.2022.816644
  19. Avci, O., Alkhamis, K., Abdeljaber, O., Alsharo, A., Hussein., M. (2022). “Operational Modal Analysis and Finite Element Model Updating of a 230 m Tall Tower”, Structures (Elsevier). https://doi.org/10.1016/j.istruc.2021.12.078
  20. Royvaran, M., Avci, O., Davis, B. (2021). “Effect of non-structural components on the dynamic response of steel framed floors: tests before and after component installations”, Frontiers in Built Environment. https://www.frontiersin.org/articles/10.3389/fbuil.2021.725106/full
  21. Almutairi, M., Nikitas, N., Abdeljaber, O., Avci, O., Bocian, M. (2021). “A Methodological Approach Towards Evaluating Structural Damage Severity Using 1D CNNs”, Structures (Elsevier). https://www.sciencedirect.com/science/article/pii/S2352012421009863
  22. Ince, T., Malik, J., Devecioglu O., Kiranyaz, S., Avci, O., Eren, L., Gabbouj, M. (2021). “Early Bearing Fault Diagnosis of Rotating Machinery by 1D Self-Organized Operational Neural Networks”, IEEE Access. https://ieeexplore.ieee.org/document/9558835
  23. Seek, M.W., Avci, O., McLaughlin, D. (2021). “Effective Standoff in Standing Seam Roof Systems”, Journal of Constructional Steel Research. https://doi.org/10.1016/j.jcsr.2021.106590
  24. Reichl, K., Avci, O., Inman, D.J. (2021). “Temperature Dependent Damping in Additively Manufactured ‎Polymer Structures”, Journal of Applied and Computational Mechanics. https://jacm.scu.ac.ir/article_16492.html
  25. Kiranyaz, S., Avci, O., Abdeljaber, O., Ince, T., Gabbouj, M. and Inman, D.J. (2021). “1D Convolutional Neural Networks and Applications: A Survey”, Mechanical Systems and Signal Processing, Elsevier. https://www.sciencedirect.com/science/article/pii/S0888327020307846
  26. Avci, O., Abdeljaber, O., Kiranyaz, S., Hussein, M.F.M., Gabbouj, M., Inman, D.J. (2021). “A Review of Vibration-Based Damage Detection in Civil Structures: From Traditional Methods to Machine Learning and Deep Learning Applications”, Mechanical Systems and Signal Processing, Elsevier. https://www.sciencedirect.com/science/article/pii/S0888327020304635
  27. Alabbasi, S., Hussein, M.F.M., Abdeljaber, O., Avci, O. (2020). “A Numerical and Experimental Investigation of a Special Type of Floating-Slab Tracks”, Engineering Structures. https://www.sciencedirect.com/science/article/abs/pii/S0141029619337496
  28. Avci, O., Bhargava, A., Nikitas, N., Inman, D.J. (2019). “Vibrations Assessment of Train Induced Excitations from Tunnels Embedded in Rock”, Science of the Total Environment. https://doi.org/10.1016/j.scitotenv.2019.134528
  29. Royvaran, M., Avci, O., Davis, B. (2019). “Analysis of Floor Vibration Evaluation Methods using a Large Database of Floors Framed with W-Shaped Members Subjected to Walking Excitation”, Journal of Constructional Steel Research. https://doi.org/10.1016/j.jcsr.2019.105764
  30. Abdeljaber, O., Hussein, M.F.M., Avci, O., Davis, B., Reynolds, P. (2019). “A Novel Video-Vibration Monitoring System for Walking Pattern Identification on Floors”, Advances in Engineering Software. https://doi.org/10.1016/j.advengsoft.2019.102710
  31. Avci, O. and Bhargava, A. (2019). "Investigation of Uplift Pressures on a Drainage Shaft using ANSYS SOLID185 Elements and Drucker-Prager Failure Criterion for the Surrounding Rock Stratum", Journal of Performance of Constructed Facilities. https://ascelibrary.org/doi/10.1061/%28ASCE%29CF.1943-5509.0001370
  32. Muhammad, Z.O., Reynolds, P., Avci, O., Hussein, M.F.M. (2018). “Review of Pedestrian Load Models for Vibration Serviceability Assessment of Floor Structures”, Vibration, MDPI. https://www.mdpi.com/2571-631X/2/1/1
  33. Avci, O. and Bhargava, A. (2018). "Finite Element Analysis of Cantilever Slab Deflections with ANSYS SOLID65 3-D Reinforced Concrete Element with Cracking and Crushing Capabilities", ASCE Practice Periodical on Structural Design and Construction. https://ascelibrary.org/doi/10.1061/%28ASCE%29SC.1943-5576.0000411
  34. Abdeljaber, O.,Sassi, S., Avci, O.,Kiranyaz, S., Gabbouj, M. (2018). "Fault Detection and Severity Identification of Ball Bearings by Online Condition Monitoring", IEEE Transactions on Industrial Electronics. https://ieeexplore.ieee.org/document/8584489
  35. Avci, O. and Ozbulut, O. (2018). "Threat and Vulnerability Risk Assessment for Existing Subway Stations: A Simplified Approach", Case Studies on Transport Policy, Elsevier. https://doi.org/10.1016/j.cstp.2018.08.005
  36. Avci, O., Bhargava, A., Al-Smadi, Y., Isenberg, J. (2018). "Vibrations Serviceability of a Medical Facility Floor for Sensitive Equipment Replacement: Evaluation with Sparse In-Situ Data", ASCE Practice Periodical on Structural Design and Construction. https://ascelibrary.org/doi/abs/10.1061/%28ASCE%29SC.1943-5576.0000404
  37. Avci, O. and Alnouss, M. (2018). “Seismic Assessment of Existing Lowrise and Midrise Reinforced Concrete Buildings Using the 2014 Qatar Construction Specification”, ASCE Journal of Architectural Engineering. https://ascelibrary.org/doi/abs/10.1061/%28ASCE%29AE.1943-5568.0000331
  38. Avci, O., Abdeljaber, O., Kiranyaz, S., Hussein, M.F.M. and Inman, D.J. (2018). “Wireless and Real-Time Structural Damage Detection: A Novel Decentralized Method for Wireless Sensor Networks”, Journal of Sound and Vibration, Elsevier. https://www.sciencedirect.com/science/article/pii/S0022460X18301792
  39. Avci, O. and Al-Smadi, Y. (2018). “Unreinforced Masonry Façade Assessment of a Historic Building for Excessive Displacements Due to a Nearby Subway Construction", ASCE Practice Periodical on Structural Design and Construction. https://ascelibrary.org/doi/abs/10.1061/%28ASCE%29SC.1943-5576.0000399
  40. Ngoan, T.D., Gul, M., Abdeljaber, O., Avci, O. (2018). “Novel Framework for Vibration Serviceability Assessment of Stadium Grandstands Considering Duration of Vibrations”, Journal of Structural Engineering, ASCE. https://ascelibrary.org/doi/abs/10.1061/%28ASCE%29ST.1943-541X.0001941
  41. Abdeljaber, O., Avci, O., Kiranyaz, S., Boashash, B., Sodano, H. and Inman, D.J. (2018). “1-D CNNs for Structural Damage Detection: Verification on a Structural Health Monitoring Benchmark Data”, Neurocomputing (Elsevier). http://www.sciencedirect.com/science/article/pii/S0925231217315886
  42. Catbas, F.N., Celik, O., Avci, O. , Abdeljaber, O., Gul, M., Do, T. (2017). “Sensing and Monitoring in Stadium Structures: A Review Recent Advances and a Forward Look”, Frontiers in Built Environment. doi: 10.3389/fbuil.2017.00038. http://journal.frontiersin.org/article/10.3389/fbuil.2017.00038/abstract
  43. Younis, A., Avci, O., Hussein, M.F.M. , Davis, B., Reynolds, P. (2017). “Dynamic Forces Induced on Building Floors by a Single Pedestrian: A Literature Review”, ASME Applied Mechanics Reviews 69(2), 020802, doi: 10.1115/1.4036327. http://appliedmechanicsreviews.asmedigitalcollection.asme.org/article.aspx?articleID=2615427
  44. Abdeljaber, O., Avci, O.,Kiranyaz, S., Gabbouj, M. and Inman, D.J. (2017). “Real-Time Vibration-Based Structural Damage Detection Using One-Dimensional Convolutional Neural Networks”, Journal of Sound and Vibration, Elsevier. http://www.sciencedirect.com/science/article/pii/S0022460X16306204
  45. Abdeljaber, O., Avci, O., Kiranyaz, S. and Inman, D.J. (2017). “Optimization of Linear Zigzag Insert Metastructures for Low-Frequency Vibration Attenuation Using Genetic Algorithms”, Mechanical Systems and Signal Processing, Elsevier. http://www.sciencedirect.com/science/article/pii/S0888327016302382
  46. Avci, O. and Barsottelli, M., 2017. Nonexplosive deconstruction of steel girder highway bridges. Journal of Performance of Constructed Facilities, 31(2), p.04016087. http://ascelibrary.org/doi/abs/10.1061/%28ASCE%29CF.1943-5509.0000929?journalCode=jpcfev
  47. Avci, O., Luttrell, L. D., Mattingly, J. and Easterling, W. S. (2016). “Diaphragm Shear Strength and Stiffness of Aluminum Roof Panel Assemblies", Thin-Walled Structures, 106, 51-60. http://www.sciencedirect.com/science/article/pii/S0263823116301975
  48. Abdeljaber, O., Avci, O. and Inman, D.J. (2016). “Optimization of Chiral Lattice Based Metastructures for Broadband Vibration Suppression Using Genetic Algorithms”, Journal of Sound and Vibration, Elsevier. http://www.sciencedirect.com/science/article/pii/S0022460X16000547?np=y
  49. Avci, O. (2016). "Amplitude Dependent Damping in Vibrations Serviceability: Case of a Laboratory Footbridge", ASCE Journal of Architectural Engineering. http://dx.doi.org/10.1061/(ASCE)AE.1943-5568.0000211
  50. Abdeljaber, O. and Avci, O. (2015). “Non-Parametric Structural Damage Detection Algorithm for Ambient Vibration Response: Utilizing Artificial Neural Networks and Self Organizing Maps”, Journal of Architectural Engineering, ASCE. http://ascelibrary.org/doi/abs/10.1061/%28ASCE%29AE.1943-5568.0000205
  51. Abdeljaber, O., Avci, O. and Inman, D.J. (2015). “Active Vibration Control of Flexible Cantilever Plates Using Piezoelectric Materials and Artificial Neural Networks”, Journal of Sound and Vibration, Elsevier http://www.sciencedirect.com/science/article/pii/S0022460X15008652
  52. Ghahari, S.F., Abazarsa, F., Avci, O., Çelebi, M. and Taciroglu, E. (2015). "Blind Modal Identification of the Millikan Library from Earthquake Data Considering Soil-Structure Interaction", Structural Control and Health Monitoring (Wiley). http://onlinelibrary.wiley.com/doi/10.1002/stc.1803/abstract
  53. Mansouri, M., Avci, O., Nounou, H. and Nounou, M. (2015). “Iterated Square Root Unscented Kalman Filter for Nonlinear States and Parameters Estimation: Three DOF Damped System”. Journal of Civil Structural Health Monitoring (Springer). http://link.springer.com/article/10.1007/s13349-015-0134-7
  54. Avci, O. and Abdeljaber, O. (2015). "Self-Organizing Maps for Structural Damage Detection: A Novel Unsupervised Vibration-Based Algorithm." ASCE Journal of Performance of Constructed Facilities, 10.1061/(ASCE)CF.1943-5509.0000801, 04015043. http://ascelibrary.org/doi/abs/10.1061/%28ASCE%29CF.1943-5509.0000801
  55. Davis, B. and Avci, O. (2015). "Simplified Vibration Serviceability Evaluation of Slender Monumental Stairs." Journal of Structural Engineering, ASCE, 10.1061/(ASCE)ST.1943-541X.0001256, 04015017. http://dx.doi.org/10.1061/(ASCE)ST.1943-541X.0001256
  56. Avci, O.(2014). "Modal Parameter Variations due to Joist Bottom Chord Extension Installations on Laboratory Footbridges." Journal of Performance of Constructed Facilities, 10.1061/(ASCE)CF.1943-5509.0000635, 04014140. http://dx.doi.org/10.1061/(ASCE)CF.1943-5509.0000635
  57. Avci, O. and Murray, T. M. (2011). "Effect of Bottom Chord Extensions on the Static Flexural Stiffness of Open-Web Steel Joists", Journal of Performance of Constructed Facilities, ASCE, 26(5), 620–632. http://dx.doi.org/10.1061/(ASCE)CF.1943-5509.0000262
  58. Avci, O. and Easterling, W. S. (2004). "Web Crippling Strength of Steel Deck Subjected to End One Flange Loading", Journal of Structural Engineering, ASCE, 130(5), 697-707. http://dx.doi.org/10.1061/(ASCE)0733-9445(2004)130:5(697)

Conference Papers and Book Chapters

  1. Schafer, B., Avci, O. , Easterling, W.S., Eatherton, M., Hajjar, J.F. (2024). FastFloor – Development of a novel modular steel floor system for commercial construction in the United States. 13th International Conference on Advances in Steel-Concrete Composite Structures (ASCCS 2024) Hong Kong, China, December 11-13, 2024.
  2. Avci, O. , Rifai, S., Abla, F., Opie, B., Eatherton, M., Schafer, B., Easterling, W.S., Hajjar, J.F., Mouras, J. and Klemencic, R. (2024). Vibration Testing of an All-Steel Modular Floor Assembly. In IMAC, A Conference and Exposition on Structural Dynamics (pp. 17-23). Cham: Springer Nature Switzerland. https://doi.org/10.1007/978-3-031-68889-8_3
  3. Soleimani-Babakamali, M.H., Avci, O., Kiranyaz, S., Taciroglu, E. (2024). Transfer Learning Across Heterogeneous Structures Through Adversarial Training. In: Matarazzo, T., Hemez, F., Tronci, E.M., Downey, A. (eds) Data Science in Engineering Vol. 10. IMAC 2024. Conference Proceedings of the Society for Experimental Mechanics Series. Springer, Cham. https://doi.org/10.1007/978-3-031-68142-4_7
  4. Avci, O. , Celin, M.M., Eatherton, M., Easterling, W.S., Schafer, B., Hajjar, J.F., Klemencic, R. (2023). Vibration Serviceability Evaluation of a Modular Steel Plate Floor Assembly. In: Noh, H.Y., Whelan, M., Harvey, P.S. (eds) Dynamics of Civil Structures, Volume 2. SEM 2023. Conference Proceedings of the Society for Experimental Mechanics Series. Springer, Cham. https://doi.org/10.1007/978-3-031-36663-5_34
  5. Kumar, R.C.M., Jacques, B.P.S., Ádány, S., Avci, O., Hajjar, J.F. and Schafer, B.W. (2023). “Efficient stability and vibration analysis of an all-steel modular floor assembly”. Proceedings of the Annual Stability Conference, April 11-14, 2023, Charlotte, North Carolina. https://www.aisc.org/education/continuingeducation/education-archives/efficient-stability-and-vibration-analysis-of-an-all-steel-modular-floor-assembly/
  6. Avci, O., Abdeljaber, O., Kiranyaz, S., Ince, T. and Inman, D.J. (2022). “Convolutional Neural Networks and Applications on Civil Infrastructure”. In Leveraging Artificial Intelligence in Engineering, Management, and Safety of Infrastructure(pp. 1-29). CRC Press. https://www.taylorfrancis.com/chapters/edit/10.1201/9780367823467-1/convolutional-neural-networks-applications-civil-infrastructure-onur-avci-osama-abdeljaber-serkan-kiranyaz-turker-ince-daniel-inman
  7. Avci, O., Gül, M., Do, N.T, Catbas, F.N., Celik, O., Ince, T., Kiranyaz, S. (2022). “Real-time and Web-based Structural Damage Detection Network for Multiple Structures”. In: Noh, H.Y., Whelan, M., Harvey, P.S. (eds) Dynamics of Civil Structures, Volume 2. Conference Proceedings of the Society for Experimental Mechanics Series. Springer, Cham. https://doi.org/10.1007/978-3-031-05449-5_5
  8. Luleci, F., Catbas, F.N., Avci, O. (2022). “Generative Adversarial Networks for Labelled Vibration Data Generation”. In: Allen, M., Davaria, S., Davis, R.B. (eds) Special Topics in Structural Dynamics & Experimental Techniques, Volume 5. Conference Proceedings of the Society for Experimental Mechanics Series. Springer, Cham. https://doi.org/10.1007/978-3-031-05405-1_5
  9. Avci, O., Alkhamis, K., Abdeljaber, O., Hussein (2022). “Operational Modal Analysis and Finite Element Model Updating of a 53 Story Building.” IMAC XXXIX, International Modal Analysis Conference, February 8-11, 2021. https://link.springer.com/chapter/10.1007/978-3-030-77143-0_9
  10. Avci, O., Abdeljaber, O., Kiranyaz, S., Hussein, M.F.M., Gabbouj, M., Inman, D. (2022). “A New Benchmark Problem for Structural Damage Detection: Bolt Loosening Tests on a Large-Scale Laboratory Structure.” IMAC XXXIX, International Modal Analysis Conference, February 8-11, 2021. https://link.springer.com/chapter/10.1007/978-3-030-77143-0_2
  11. Avci, O., Abdeljaber, O., Kiranyaz. S. (2022). “Structural Damage Detection in Civil Engineering with Machine-Learning: Current State of the Art.” IMAC XXXIX, International Modal Analysis Conference, February 8-11, 2021. https://link.springer.com/chapter/10.1007%2F978-3-030-75988-9_17
  12. Avci, O., Abdeljaber, O., Kiranyaz. S. (2022). “An Overview of Deep Learning Methods used in Vibration-based Damage Detection in Civil Engineering.” IMAC XXXIX, International Modal Analysis Conference, February 8-11, 2021. https://link.springer.com/chapter/10.1007/978-3-030-77143-0_10
  13. Avci, O., Abdeljaber, O., Kiranyaz, S., Sassi, S., Ibrahim, A., Gabbouj, M. (2022). “One Dimensional CNNs for Real-time Damage Detection of Rotating Machinery.” IMAC XXXIX, International Modal Analysis Conference, February 8-11, 2021. https://link.springer.com/chapter/10.1007/978-3-030-76335-0_7
  14. Seek, M.W., Avci, O. (2021). “A system analysis methodology for the practical design of cold-formed steel purlin supported roof systems with paired torsion braces using the Direct Strength Method.” 2021 SSRC Annual Stability Conference, April 13-16, 2021, Louisville, Kentucky. https://www.aisc.org/education/continuingeducation/education-archives/direct-strength-method-s5/
  15. Almutairi, M., Avci, O., Nikitas, N. (2020). “Efficiency of 1D CNNs in Finite Element Model Parameter Estimation Using Synthetic Dynamic Responses”. EURODYN 2020, XI International Conference on Structural Dynamics, 23-26 November 2020, Athens, Greece. https://doi.org/10.47964/1120.9009.19640
  16. Royvaran, M., Avci, O., Davis, B. (2020). “An Overview on Floor Vibration Serviceability Evaluation Methods with a Large Database of Recorded Floor Data”, IMAC XXXVIII, International Modal Analysis Conference, February 10-13, 2020, Houston, TX, USA. https://link.springer.com/chapter/10.1007/978-3-030-47634-2_10
  17. Avci, O. , Bhargava, A., Nikitas, N., and Inman, D.J. (2020), “Vibrations Assessment of Existing Building Foundations Due to Moving Trains in Underground Tunnels”, IMAC XXXVIII, International Modal Analysis Conference, February 10-13, 2020, Houston, TX, USA. https://link.springer.com/chapter/10.1007/978-3-030-47634-2_8
  18. Almutairi, M., Avci, O., Nikitas, N. (2020). “A Review of Experimental Studies on Laboratory Grandstands”, Experimental Vibration Analysis for Civil Structures, pp.363-372. https://www.taylorfrancis.com/books/e/9781003090564/chapters/10.1201/9781003090564-36
  19. Alabbasi, S., Hussein, M.F.M., Abdeljaber, O., Avci, O., (2019). “Investigating the Dynamics of a Special Type of Floating-Slab Tracks”, COMPDYN 2019, 7th International Conference on Computational Methods in Structural Dynamics and Earthquake Engineering, 24–26 June 2019, Crete, Greece. https://www.eccomasproceedia.org/conferences/thematic-conferences/compdyn-2019/6962
  20. Kiranyaz. S., Ince, T., Abdeljaber, O., Avci, O. and Gabbouj, M. (2019), “1-D Convolutional Neural Networks for Signal Processing Applications”, International Conference on Acoustics, Speech, and Signal Processing, 12-17 May, 2019, Brighton, UK. https://ieeexplore.ieee.org/abstract/document/8682194
  21. Avci, O., Abdeljaber, O., Kiranyaz. S., and Inman, D.J. (2019), “Control of Plate Vibrations with Artificial Neural Networks and Piezoelectricity”, IMAC XXXVII, International Modal Analysis Conference, January 28-31, 2019, Orlando, FL, USA. https://link.springer.com/chapter/10.1007/978-3-030-12676-6_26
  22. Avci, O., Abdeljaber, O., Kiranyaz. S., and Inman, D.J. (2019), “Structural Health Monitoring with Self-Organizing Maps and Artificial Neural Networks”, IMAC XXXVII, International Modal Analysis Conference, January 28-31, 2019, Orlando, FL, USA. https://link.springer.com/chapter/10.1007/978-3-030-12684-1_24
  23. Avci, O., Abdeljaber, O., Kiranyaz. S., and Inman, D.J. (2019), “Convolutional Neural Networks for Real-time and Wireless Damage Detection”, IMAC XXXVII, International Modal Analysis Conference, January 28-31, 2019, Orlando, FL, USA. https://link.springer.com/chapter/10.1007/978-3-030-12115-0_17
  24. Abdeljaber, O., Hussein, M.F.M., Avci, O. (2018). “In-Service Video-Vibration Monitoring for Identification of Walking Patterns in an Office Floor”, 25th International Congress on Sound and Vibration, Hiroshima, Japan. http://toc.proceedings.com/40638webtoc.pdf
  25. Avci, O., Abdeljaber, O., Kiranyaz, S., Boashash, B., Sodano, H. and Inman, D.J. (2018). “Efficiency Validation of One Dimensional Convolutional Neural Networks for Structural Damage Detection Using A SHM Benchmark Data”, 25th International Congress on Sound and Vibration, Hiroshima, Japan. http://toc.proceedings.com/40638webtoc.pdf
  26. Avci, O. , Abdeljaber, O., Kiranyaz. S., and Inman, D.J. (2017), “Structural Damage Detection in Real-Time: Implementation of 1D Convolutional Neural Networks for SHM Applications”, IMAC XXXV, Conference and Exposition on Structural Dynamics, January 30-February 2, 2017, Garden Grove, CA, USA. https://link.springer.com/chapter/10.1007/978-3-319-54109-9_6
  27. Avci, O., Abdeljaber, O., Kiranyaz. S., And Inman, D.J. (2017), “Vibration Suppression in Metastructures Using Zigzag Inserts Optimized by Genetic Algorithms”, IMAC XXXV, Conference and Exposition on Structural Dynamics, January 30-February 2, 2017, Garden Grove, CA, USA. https://link.springer.com/chapter/10.1007/978-3-319-54735-0_29
  28. Avci, O. (2017), “Nonlinear Damping in Floor Vibrations Serviceability: Verification on a Laboratory Structure”, IMAC XXXV, Conference and Exposition on Structural Dynamics, January 30-February 2, 2017, Garden Grove, CA, USA. https://link.springer.com/chapter/10.1007/978-3-319-54777-0_18
  29. Chaabane, M., Ben Hamida, A., Mansouri, M., Nounou, H., Avci, O. (2016). “Damage Detection using Enhanced Multivariate Statistical Process Control Technique ”. 2016 17th International Conference on Sciences and Techniques of Automatic Control and Computer Engineering (STA), Sousse, 2016, pp. 234-238. https://ieeexplore.ieee.org/document/7952052
  30. Celik, O., Catbas, F.N., Do, N.T., Gul, M., Abdeljaber, O., Younis, A., Avci, O. , (2016). “Issues, Codes and Basic Studies for Stadium Dynamics”. Proceedings of the Second International Conference on Infrastructure Management, Assessment and Rehabilitation Techniques (ICIMART’16), March 8-10, 2016, Sharjah, UAE.
  31. Abdeljaber, O., Younis, A., Avci, O., Catbas, F.N., Gul, M., Celik, O., Zhang, H. (2016). “Dynamic Testing of a Laboratory Stadium Structure”. ASCE Geotechnical and Structural Engineering Congress 2016, February 14-17, 2016, Phoenix, AZ. http://ascelibrary.org/doi/abs/10.1061/9780784479742.147
  32. Abdeljaber, O., Avci, O., Do, N.T., Gul, M., Celik, O., Catbas, F.N. (2016). “Quantification of Structural Damage with Self-Organizing Maps”, Proceedings of IMAC XXXIV Conference and Exposition on Structural Dynamics, January 25-28, 2016, Orlando, FL, USA. https://link.springer.com/chapter/10.1007/978-3-319-29956-3_5
  33. Abdeljaber, O., Avci, O. and Inman, D.J. (2016). “Genetic Algorithm use for Internally Resonating Lattice Optimization: Case of a Beam-like Metastructure”, Proceedings of IMAC XXXIV Conference and Exposition on Structural Dynamics, January 25-28, 2016, Orlando, FL, USA. https://link.springer.com/chapter/10.1007/978-3-319-29751-4_29
  34. Celik, O., Do, N.T., Abdeljaber, O., Gul, M., Avci, O., Catbas, F.N. (2016). “Recent Issues on Stadium Monitoring and Serviceability: a Review”, Proceedings of IMAC XXXIV Conference and Exposition on Structural Dynamics, January 25-28, 2016, Orlando, FL, USA. https://link.springer.com/chapter/10.1007/978-3-319-29763-7_41
  35. Mansouri, M., Avci, O., Nounou, H. and Nounou, M. (2015). “A Comparative Assessment of Nonlinear State Estimation Methods for Structural Health Monitoring”, Proceedings of IMAC XXXIII Conference and Exposition on Structural Dynamics, February 2-5, 2015, Orlando, FL, USA. http://link.springer.com/chapter/10.1007%2F978-3-319-15224-0_5
  36. Mansouri, M., Avci, O., Nounou, H. and Nounou, M. (2015). “ Iterated Square Root Unscented Kalman Filter for State Estimation - CSTR Model”. 2015 IEEE 12th International Multi-Conference on Systems, Signals & Devices (SSD15) , Mahdia, 2015, pp. 1-6. https://ieeexplore.ieee.org/document/7348243
  37. Mansouri, M., Avci, O., Nounou, H. and Nounou, M. (2015). “Parameter Identification for Nonlinear Biological Phenomena Modeled by S-systems ”. 2015 IEEE 12th International Multi-Conference on Systems, Signals & Devices (SSD15) , Mahdia, 2015, pp. 1-6. https://ieeexplore.ieee.org/document/7348187
  38. Avci, O. and Davis, B. (2015). “A Study on Effective Mass of One Way Joist Supported Systems”. ASCE Structures Congress 2015: pp. 852-863, April 23-25, 2015, Portland, OR. http://dx.doi.org/10.1061/9780784479117.073
  39. Davis, B. and Avci, O. (2014). “Simplified Vibration Response Prediction for Slender Monumental Stairs”. Proceedings of the 2014 ASCE Structures Congress, pp. 2548-2557. Boston, MA. http://dx.doi.org/10.1061/9780784413357.223
  40. Avci, O. and Barsottelli, M. (2013), "Fundamentals of Highway Bridge Demolition", Proceedings of the 2013 ASCE Structures Congress, Pittsburgh, PA. http://dx.doi.org/10.1061/9780784412848.060
  41. Bhargava, A., Isenberg, J., Feenstra, P.H., Al-Smadi, Y. and Avci, O. (2013), "Vibrations Assessment of a Hospital Floor for a Magnetic Resonance Imaging (MRI) Unit Replacement ", Proceedings of the 2013 ASCE Structures Congress, Pittsburgh, PA. http://dx.doi.org/10.1061/9780784412848.212
  42. Al-Smadi, Y.M., Bhargava, A., Avci, O., Elmorsi, M. (2012), “Design of Experiments Study to Obtain a Robust 3D Computational Bridge Model”, Proceedings of the 30th International Modal Analysis Conference (IMAC), January 30 - February 2, 2012, Jacksonville, Florida. http://link.springer.com/chapter/10.1007%2F978-1-4614-2413-0_29
  43. Avci, O. (2012), "Retrofitting Steel Joist Supported Footbridges for Improved Vibration Response", Proceedings of the 2012 ASCE Structures Congress, pp. 460-470, March 29-31, 2012, Chicago, Illinois. http://dx.doi.org/10.1061/9780784412367.041
  44. Avci, O., Setareh, M. and Murray,T.M. (2010), "Vibration Testing of Joist Supported Footbridges", Proceedings of the 2010 NASCC & Structures Congress, May 12-15, 2010, Orlando, Florida. http://dx.doi.org/10.1061/41130(369)80
  45. Avci, O., Setareh, M. and Murray,T.M. (2008), "Effects of Bottom Chord Extensions on the Static and Dynamic Performance of Steel Joist Supported Floors", Architectural Engineering Institute of the American Society of Civil Engineers, AEI 2008 Conference, September 24-27, 2008, Denver, Colorado (“Best Overall Paper” at Conference). http://dx.doi.org/10.1061/41002(328)30
  46. Barrett, A.R., Avci, O., Setareh, M. and Murray, T.M. (2006), "Observations from Vibration Testing of In-Situ Structures", Structures Congress 2006, St. Louis, Missouri, USA. http://dx.doi.org/10.1061/40889(201)65
  47. Avci, O., Luttrell, L. D., Mattingly, J. and Easterling, W. S. (2004), "Roof Diaphragm Strength and Stiffness", Proceedings of the 17th International Specialty Conference on Cold-Formed Steel Structures, Orlando, Florida, 679-693.
  48. Avci, O. and Easterling, W. S. (2002), "Web Crippling Strength of Multi-Web Steel Deck Sections Subjected to End One Flange Loading", Proceedings of the 16th International Specialty Conference on Cold-Formed Steel Structures, Orlando, Florida, 187-199