Integrated Information Repository for Risk Assessment of Embankment Dams: Requirements Identification for Evaluating the Risk of Internal Erosion. - Nur Sila Gulgec; Semiha Ergan; Burcu Akinci; Christopher J. Kelly (J. Comput. Civ. Eng., 2016)

FD-Net with Auxiliary Time Steps: Fast Prediction of PDEs using Hessian-Free Trust-Region Methods. - Nur Sila Gulgec; Zheng Shi; Neil Deshmukh; Shamim N. Pakzad; Martin Takác 001 (CoRR, 2019)

Convolutional Neural Network Approach for Robust Structural Damage Detection and Localization. - Nur Sila Gulgec; Martin Takác 001; Shamim N. Pakzad (J. Comput. Civ. Eng., 2019)

Finite Difference Neural Networks: Fast Prediction of Partial Differential Equations. - Zheng Shi; Nur Sila Gulgec; Albert S. Berahas; Shamim N. Pakzad; Martin Takác 001 (ICMLA, 2020)

Structural sensing with deep learning: Strain estimation from acceleration data for fatigue assessment. - Nur Sila Gulgec; Martin Takác 001; Shamim N. Pakzad (Comput. Aided Civ. Infrastructure Eng., 2020)