Shamim N. Pakzad

According to our database, Shamim N. Pakzad authored at least 12 papers between 2011 and 2021.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2021

RL-Controller: a reinforcement learning framework for active structural control.

Soheila Sadeghi Eshkevari, Soheil Sadeghi Eshkevari, Debarshi Sen, Shamim N. Pakzad

CoRR, 2021

Transfer Learning for Input Estimation of Vehicle Systems.

Liam M. Cronin, Soheil Sadeghi Eshkevari, Debarshi Sen, Shamim N. Pakzad

Proceedings of the IEEE International Conference on Acoustics, 2021

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

DynNet: Physics-based neural architecture design for linear and nonlinear structural response modeling and prediction.

Soheil Sadeghi Eshkevari, Martin Takác, Shamim N. Pakzad, Majid Jahani

CoRR, 2020

Structural sensing with deep learning: Strain estimation from acceleration data for fatigue assessment.

Nur Sila Gulgec, Martin Takác, Shamim N. Pakzad

Comput. Aided Civ. Infrastructure Eng., 2020

Finite Difference Neural Networks: Fast Prediction of Partial Differential Equations.

Zheng Shi, Nur Sila Gulgec, Albert S. Berahas, Shamim N. Pakzad, Martin Takác

Proceedings of the 19th IEEE International Conference on Machine Learning and Applications, 2020

2019

Convolutional Neural Network Approach for Robust Structural Damage Detection and Localization.

Nur Sila Gulgec, Martin Takác, Shamim N. Pakzad

J. Comput. Civ. Eng., 2019

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

CoRR, 2019

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

Scalable Structural Modal Identification Using Dynamic Sensor Network Data with STRIDEX.

Thomas J. Matarazzo, Shamim N. Pakzad

Comput. Aided Civ. Infrastructure Eng., 2018

2014

Localized Structural Damage Detection: A Change Point Analysis.

M. B. Nigro, Shamim N. Pakzad, S. Dorvash

Comput. Aided Civ. Infrastructure Eng., 2014

2011

Distributed modal identification using restricted auto regressive models.

Shamim N. Pakzad, Guilherme V. Rocha, Bin Yu

Int. J. Syst. Sci., 2011