Distributed modal identification using restricted auto regressive models. - Shamim N. Pakzad; Guilherme V. Rocha; Bin Yu 001 (Int. J. Syst. Sci., 2011)

Localized Structural Damage Detection: A Change Point Analysis. - M. B. Nigro; Shamim N. Pakzad; S. Dorvash (Comput. Aided Civ. Infrastructure Eng., 2014)

Scalable Structural Modal Identification Using Dynamic Sensor Network Data with STRIDEX. - Thomas J. Matarazzo; Shamim N. Pakzad (Comput. Aided Civ. Infrastructure Eng., 2018)

Crowdsensing Framework for Monitoring Bridge Vibrations Using Moving Smartphones. - Thomas J. Matarazzo; Paolo Santi; Shamim N. Pakzad; Kristopher Carter; Carlo Ratti; Babak Moaveni; Chris Osgood; Nigel Jacob (Proc. IEEE, 2018)

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)

DynNet: Physics-based neural architecture design for linear and nonlinear structural response modeling and prediction. - Soheil Sadeghi Eshkevari; Martin Takác 001; Shamim N. Pakzad; Majid Jahani (CoRR, 2020)

Crowdsourcing Bridge Vital Signs with Smartphone Vehicle Trips. - Thomas J. Matarazzo; Dániel Kondor; Paolo Santi; Sebastiano Milardo; Soheil Sadeghi Eshkevari; Shamim N. Pakzad; Carlo Ratti (CoRR, 2020)

Transfer Learning for Input Estimation of Vehicle Systems. - Liam M. Cronin; Soheil Sadeghi Eshkevari; Debarshi Sen; Shamim N. Pakzad (ICASSP, 2021)

RL-Controller: a reinforcement learning framework for active structural control. - Soheila Sadeghi Eshkevari; Soheil Sadeghi Eshkevari; Debarshi Sen; Shamim N. Pakzad (CoRR, 2021)

Bridge monitoring using mobile sensing data with traditional system identification techniques. - Liam M. Cronin; Debarshi Sen; Giulia Marasco; Thomas J. Matarazzo; Shamim N. Pakzad (Comput. Aided Civ. Infrastructure Eng., 2025)