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ORCIDShamim N. Pakzad
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2020 – today
- 2021
[c2]Liam M. Cronin, Soheil Sadeghi Eshkevari, Debarshi Sen
, Shamim N. Pakzad:
Transfer Learning for Input Estimation of Vehicle Systems. ICASSP 2021: 7953-7957- [i6]Soheila Sadeghi Eshkevari, Soheil Sadeghi Eshkevari, Debarshi Sen, Shamim N. Pakzad:
RL-Controller: a reinforcement learning framework for active structural control. CoRR abs/2103.07616 (2021) - 2020
- [j6]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): 1349-1364 (2020) - [c1]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: 130-135 - [i5]Zheng Shi, Nur Sila Gulgec, Albert S. Berahas, Shamim N. Pakzad, Martin Takác:
Finite Difference Neural Networks: Fast Prediction of Partial Differential Equations. CoRR abs/2006.01892 (2020) - [i4]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 abs/2007.01814 (2020) - [i3]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 abs/2010.07026 (2020) - [i2]Liam M. Cronin, Soheil Sadeghi Eshkevari, Debarshi Sen, Shamim N. Pakzad:
Transfer Learning for Input Estimation of Vehicle Systems. CoRR abs/2010.13261 (2020)
2010 – 2019
- 2019
- [j5]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) - [i1]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 abs/1910.12680 (2019) - 2018
- [j4]Thomas J. Matarazzo, Shamim N. Pakzad:
Scalable Structural Modal Identification Using Dynamic Sensor Network Data with STRIDEX. Comput. Aided Civ. Infrastructure Eng. 33(1): 4-20 (2018) - [j3]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): 577-593 (2018) - 2014
- [j2]M. B. Nigro, Shamim N. Pakzad, S. Dorvash:
Localized Structural Damage Detection: A Change Point Analysis. Comput. Aided Civ. Infrastructure Eng. 29(6): 416-432 (2014) - 2011
- [j1]Shamim N. Pakzad, Guilherme V. Rocha, Bin Yu:
Distributed modal identification using restricted auto regressive models. Int. J. Syst. Sci. 42(9): 1473-1489 (2011)
Coauthor Index
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