Shamim N. Pakzad

15 papers C 1Misc 1Journal 13
YearRankTypeTitle / Venue / Authors
2025 J jnl
Bridge monitoring using mobile sensing data with traditional system identification techniques.
Comput. Aided Civ. Infrastructure Eng.
Liam M. Cronin, Debarshi Sen, Giulia Marasco, Thomas J. Matarazzo, Shamim N. Pakzad
2021 J jnl
RL-Controller: a reinforcement learning framework for active structural control.
CoRR
Soheila Sadeghi Eshkevari, Soheil Sadeghi Eshkevari, Debarshi Sen, Shamim N. Pakzad
2021 Misc conf
Transfer Learning for Input Estimation of Vehicle Systems.
ICASSP
Liam M. Cronin, Soheil Sadeghi Eshkevari, Debarshi Sen, Shamim N. Pakzad
2020 J jnl
Crowdsourcing Bridge Vital Signs with Smartphone Vehicle Trips.
CoRR
Thomas J. Matarazzo, Dániel Kondor, Paolo Santi, Sebastiano Milardo, Soheil Sadeghi Eshkevari, Shamim N. Pakzad, Carlo Ratti
2020 J jnl
DynNet: Physics-based neural architecture design for linear and nonlinear structural response modeling and prediction.
CoRR
Soheil Sadeghi Eshkevari, Martin Takác, Shamim N. Pakzad, Majid Jahani
2020 C conf
Finite Difference Neural Networks: Fast Prediction of Partial Differential Equations.
ICMLA
Zheng Shi, Nur Sila Gulgec, Albert S. Berahas, Shamim N. Pakzad, Martin Takác
2020 J jnl
Finite Difference Neural Networks: Fast Prediction of Partial Differential Equations.
CoRR
Zheng Shi, Nur Sila Gulgec, Albert S. Berahas, Shamim N. Pakzad, Martin Takác
2020 J jnl
Structural sensing with deep learning: Strain estimation from acceleration data for fatigue assessment.
Comput. Aided Civ. Infrastructure Eng.
Nur Sila Gulgec, Martin Takác, Shamim N. Pakzad
2020 J jnl
Transfer Learning for Input Estimation of Vehicle Systems.
CoRR
Liam M. Cronin, Soheil Sadeghi Eshkevari, Debarshi Sen, Shamim N. Pakzad
2019 J jnl
Convolutional Neural Network Approach for Robust Structural Damage Detection and Localization.
J. Comput. Civ. Eng.
Nur Sila Gulgec, Martin Takác, Shamim N. Pakzad
2019 J jnl
FD-Net with Auxiliary Time Steps: Fast Prediction of PDEs using Hessian-Free Trust-Region Methods.
CoRR
Nur Sila Gulgec, Zheng Shi, Neil Deshmukh, Shamim N. Pakzad, Martin Takác
2018 J jnl
Crowdsensing Framework for Monitoring Bridge Vibrations Using Moving Smartphones.
Proc. IEEE
Thomas J. Matarazzo, Paolo Santi, Shamim N. Pakzad, Kristopher Carter, Carlo Ratti, Babak Moaveni, Chris Osgood, Nigel Jacob
2018 J jnl
Scalable Structural Modal Identification Using Dynamic Sensor Network Data with STRIDEX.
Comput. Aided Civ. Infrastructure Eng.
Thomas J. Matarazzo, Shamim N. Pakzad
2014 J jnl
Localized Structural Damage Detection: A Change Point Analysis.
Comput. Aided Civ. Infrastructure Eng.
M. B. Nigro, Shamim N. Pakzad, S. Dorvash
2011 J jnl
Distributed modal identification using restricted auto regressive models.
Int. J. Syst. Sci.
Shamim N. Pakzad, Guilherme V. Rocha, Bin Yu