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Nur Sila GULGEC
Nur Sila GULGEC
Thornton Tomasetti
Verified email at lehigh.edu - Homepage
Title
Cited by
Cited by
Year
Convolutional Neural Network Approach for Robust Structural Damage Detection and Localization
NS Gulgec, M Takac, SN Pakzad
Journal of Computing in Civil Engineering 33 (3), 2019
1102019
Structural sensing with deep learning: Strain estimation from acceleration data for fatigue assessment
NS Gulgec, M Takáč, SN Pakzad
Computer‐Aided Civil and Infrastructure Engineering 35 (12), 1349-1364, 2020
782020
Structural damage detection using convolutional neural networks
NS Gulgec, M Takáč, SN Pakzad
Model Validation and Uncertainty Quantification, Volume 3: Proceedings of …, 2017
712017
Current challenges with bigdata analytics in structural health monitoring
NS Gulgec, GS Shahidi, TJ Matarazzo, SN Pakzad
Structural Health Monitoring & Damage Detection, Volume 7: Proceedings of …, 2017
392017
Finite difference neural networks: Fast prediction of partial differential equations
Z Shi, NS Gulgec, AS Berahas, SN Pakzad, M Takáč
2020 19th IEEE International Conference on Machine Learning and Applications …, 2020
152020
Parameter estimation of autoregressive-exogenous and autoregressive models subject to missing data using expectation maximization
M Horner, SN Pakzad, NS Gulgec
Frontiers in Built Environment 5, 109, 2019
142019
Visualization requirements of engineers for risk assessment of embankment dams
V Kasireddy, S Ergan, B Akinci, NS Gulgec
Visualization in Engineering 3, 1-12, 2015
112015
A comparative study of compressive sensing approaches for a structural damage diagnosis
NS Gulgec, SG Shahidi, SN Pakzad
Geotechnical and Structural Engineering Congress 2016, 1910-1919, 2016
102016
Experimental study on digital image correlation for deep learning-based damage diagnostic
NS Gulgec, M Takáč, SN Pakzad
Dynamics of Civil Structures, Volume 2: Proceedings of the 37th IMAC, A …, 2020
92020
Compressive sensing strategies for multiple damage detection and localization
SG Shahidi, NS Gulgec, SN Pakzad
Dynamics of Civil Structures, Volume 2: Proceedings of the 34th IMAC, A …, 2016
92016
FD-Net with Auxiliary Time Steps: Fast Prediction of PDEs using Hessian-Free Trust-Region Methods
NS Gulgec, Z Shi, N Deshmukh, SN Pakzad, M Takáč
arXiv preprint arXiv:1910.12680, 2019
82019
Innovative sensing by using deep learning framework
NS Gulgec, M Takáč, SN Pakzad
Dynamics of Civil Structures, Volume 2: Proceedings of the 36th IMAC, A …, 2019
72019
Integrated Information Repository for Risk Assessment of Embankment Dams: Requirements Identification for Evaluating the Risk of Internal Erosion
NS Gulgec, S Ergan, B Akinci, CJ Kelly
Journal of Computing in Civil Engineering 30 (3), 04015038, 2016
72016
Uncertainty quantification in digital image correlation for experimental evaluation of deep learning based damage diagnostic
NS Gulgec, M Takáč, SN Pakzad
Structure and Infrastructure Engineering 17 (11), 1459-1473, 2021
42021
Machine Learning Based Sensing and Data Processing Strategies for Next Generation Structural Health Monitoring
NS Gulgec
Lehigh University, 2020
22020
Structural Damage Diagnosis with Time-Varying Loads Using Convolutional Neural Network
NS Gulgec, M Takac, SN Pakzad
Fourth Conference on Smart Monitoring, Assessment and Rehabilitation of …, 2017
12017
Multi-LSTM-Based Framework for Ambient Intelligence
NS Gulgec, M Takáč, SN Pakzad
Dynamics of Civil Structures, Volume 2: Proceedings of the 39th IMAC, A …, 2022
2022
Façade Inspection Comparative Study: Binocular, Close-up, and AI-assisted
K Burzynska, NS Gulgec, K Maschke, B Hiriyur
Concrete Repair Bulletin 34 (1), 14-18, 2021
2021
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