Shamim N. Pakzad

Publication Activity (10 Years)

Years Active: 2011-2021
Publications (10 Years): 12

Top Topics

Damage Detection

Partial Differential Equations

Hamilton Jacobi

Top Venues

Comput. Aided Civ. Infrastructure Eng.

J. Comput. Civ. Eng.

Publications

Soheila Sadeghi Eshkevari, Soheil Sadeghi Eshkevari, Debarshi Sen, Shamim N. Pakzad
RL-Controller: a reinforcement learning framework for active structural control. CoRR (2021)
Liam M. Cronin, Soheil Sadeghi Eshkevari, Debarshi Sen, Shamim N. Pakzad
Transfer Learning for Input Estimation of Vehicle Systems. ICASSP (2021)
Thomas J. Matarazzo, Dániel Kondor, Paolo Santi, Sebastiano Milardo, Soheil Sadeghi Eshkevari, Shamim N. Pakzad, Carlo Ratti
Crowdsourcing Bridge Vital Signs with Smartphone Vehicle Trips. CoRR (2020)
Liam M. Cronin, Soheil Sadeghi Eshkevari, Debarshi Sen, Shamim N. Pakzad
Transfer Learning for Input Estimation of Vehicle Systems. CoRR (2020)
Zheng Shi, Nur Sila Gulgec, Albert S. Berahas, Shamim N. Pakzad, Martin Takác
Finite Difference Neural Networks: Fast Prediction of Partial Differential Equations. ICMLA (2020)
Soheil Sadeghi Eshkevari, Martin Takác, Shamim N. Pakzad, Majid Jahani
DynNet: Physics-based neural architecture design for linear and nonlinear structural response modeling and prediction. CoRR (2020)
Nur Sila Gulgec, Martin Takác, Shamim N. Pakzad
Structural sensing with deep learning: Strain estimation from acceleration data for fatigue assessment. Comput. Aided Civ. Infrastructure Eng. 35 (12) (2020)
Zheng Shi, Nur Sila Gulgec, Albert S. Berahas, Shamim N. Pakzad, Martin Takác
Finite Difference Neural Networks: Fast Prediction of Partial Differential Equations. CoRR (2020)
Nur Sila Gulgec, Zheng Shi, Neil Deshmukh, Shamim N. Pakzad, Martin Takác
FD-Net with Auxiliary Time Steps: Fast Prediction of PDEs using Hessian-Free Trust-Region Methods. CoRR (2019)
Nur Sila Gulgec, Martin Takác, Shamim N. Pakzad
Convolutional Neural Network Approach for Robust Structural Damage Detection and Localization. J. Comput. Civ. Eng. 33 (3) (2019)
Thomas J. Matarazzo, Shamim N. Pakzad
Scalable Structural Modal Identification Using Dynamic Sensor Network Data with STRIDEX. Comput. Aided Civ. Infrastructure Eng. 33 (1) (2018)
Thomas J. Matarazzo, Paolo Santi, Shamim N. Pakzad, Kristopher Carter, Carlo Ratti, Babak Moaveni, Chris Osgood, Nigel Jacob
Crowdsensing Framework for Monitoring Bridge Vibrations Using Moving Smartphones. Proc. IEEE 106 (4) (2018)
M. B. Nigro, Shamim N. Pakzad, S. Dorvash
Localized Structural Damage Detection: A Change Point Analysis. Comput. Aided Civ. Infrastructure Eng. 29 (6) (2014)
Shamim N. Pakzad, Guilherme V. Rocha, Bin Yu
Distributed modal identification using restricted auto regressive models. Int. J. Syst. Sci. 42 (9) (2011)