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Siddharth S. Parida
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Cited by
Year
An efficient PDE-constrained stochastic inverse algorithm for probabilistic geotechnical site characterization using geophysical measurements
SS Parida, K Sett, P Singla
Soil Dynamics and Earthquake Engineering 109, 132-149, 2018
152018
Model-data fusion for spatial and statistical characterization of soil parameters from geophysical measurements
SS Parida, K Sett, P Singla
Soil Dynamics and Earthquake Engineering 124, 35-57, 2019
112019
A data-driven physics-informed stochastic framework for hurricane-induced risk estimation of transmission tower-line systems under a changing climate
R Snaiki, SS Parida
Engineering Structures 280, 115673, 2023
82023
Model‐data fusion for seismic performance evaluation of an instrumented highway bridge
SS Parida, A Nikellis, K Sett, P Singla
Earthquake Engineering & Structural Dynamics 49 (14), 1559-1578, 2020
82020
SVD enabled data augmentation for machine learning based surrogate modeling of non-linear structures
SS Parida, S Bose, M Butcher, G Apostolakis, P Shekhar
Engineering Structures 280, 115600, 2023
52023
Climate change effects on loss assessment and mitigation of residential buildings due to hurricane wind
R Snaiki, SS Parida
Journal of Building Engineering 69, 106256, 2023
32023
Earthquake data augmentation using wavelet transform for training deep learning based surrogate models of nonlinear structures
SS Parida, S Bose, G Apostolakis
Structures 55, 638-649, 2023
22023
Model-data fusion for probabilistic analysis of civil infrastructures
SS Parida
State University of New York at Buffalo, 2019
22019
Machine Learning Based Surrogate Model to Predict Engineering Demand Parameters
SS Parida, M Butcher, S Bose, G Apostolakis, P Shekhar
12th national conference on earthquake engineering. Salt Lake City, Utah, USA, 2022
12022
Stochastic waveform inversion for probabilistic geotechnical site characterization
SS Parida, K Sett, P Singla
5th International Conference on Geotechnical and Geophysical Site …, 2016
12016
Solving Inverse Problems Using Finite-Element Physics Informed Neural Networks in Presence of Noise
AL Starleaf, SS Parida
2024
Solving Inverse Problems Using Finite-Element Physics Informed Neural Networks in Presence of Noise
A Lore Starleaf, SS Parida
2024
Predicting Atmospheric Water-Soluble Organic Mass Reversibly Partitioned to Aerosol Liquid Water in the Eastern United States
MMH El-Sayed, SS Parida, P Shekhar, A Sullivan, CJ Hennigan
Environmental Science & Technology 57 (46), 18151-18161, 2023
2023
Ray-based SAFT for imaging concrete structures from ultrasonic data
K Dinh, K Tran, J Brown, CC Ferraro, S Parida
Nondestructive Characterization and Monitoring of Advanced Materials …, 2023
2023
Machine learning based surrogate modeling with SVD enabled training for nonlinear civil structures subject to dynamic loading
SS Parida, S Bose, M Butcher, G Apostolakis, P Shekhar
arXiv preprint arXiv:2206.05720, 2022
2022
Using Machine Learning in Estimating Changing Bed Shear over a Flume Test Box
GS Ellithy, SS Parida
Geo-Congress 2022, 395-405, 2022
2022
Probabilistic Geotechnical Site Characterization from Geophysical Measurements Using Model-Data Fusion
SS Parida, K Sett, P Singla
Geotechnical Earthquake Engineering and Soil Dynamics V, 489-498, 2018
2018
Probabilistic geotechnical site characterization through stochastic inverse analysis of geophysical test measurements
SS Parida
State University of New York at Buffalo, 2017
2017
Towards Optimal Information Gain for Judicious Positioning of Sensors in Geophysical Tests
SS Parida, K Sett, P Singla
Geo-Risk 2017, 497-506, 2017
2017
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Articles 1–19