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
322019
Structural damage detection using convolutional neural networks
NS Gulgec, M Takáč, SN Pakzad
Model validation and uncertainty quantification, Volume 3, 331-337, 2017
262017
Current challenges with bigdata analytics in structural health monitoring
NS Gulgec, GS Shahidi, TJ Matarazzo, SN Pakzad
Structural Health Monitoring & Damage Detection, Volume 7, 79-84, 2017
222017
Visualization requirements of engineers for risk assessment of embankment dams
V Kasireddy, S Ergan, B Akinci, NS Gulgec
Visualization in Engineering 3 (1), 1-12, 2015
92015
Compressive sensing strategies for multiple damage detection and localization
SG Shahidi, NS Gulgec, SN Pakzad
Dynamics of Civil Structures, Volume 2, 17-22, 2016
82016
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
72020
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
72016
Experimental study on digital image correlation for deep learning-based damage diagnostic
NS Gulgec, M Takáč, SN Pakzad
Dynamics of Civil Structures, Volume 2, 205-210, 2020
52020
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
32019
Innovative sensing by using deep learning framework
NS Gulgec, M Takáč, SN Pakzad
Dynamics of Civil Structures, Volume 2, 293-300, 2019
32019
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
32016
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, 1-15, 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
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
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
2020
Machine Learning Based Sensing and Data Processing Strategies for Next Generation Structural Health Monitoring
NS Gulgec
Lehigh University, 2020
2020
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
2019
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