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Journal Articles |
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36 |
Cheng, Z., Li, M., Jia. G., and Shi, Z. (2022). “Adaptive Gaussian Process with PCA for prediction of complex dispersion relations for periodic structures.” European Journal of Mechanics / A Solids, Accepted. |
2022 |
35 |
Poblete, A., Ruiz, R.O., and Jia. G. (2022). “Hierarchical Bayesian Approach for Model Parameter Updating in Piezoelectric Energy Harvesters.” Mechanical Systems and Signal Processing, Accepted. |
2022 |
34 |
Tabandeh, A., Jia, G., and Gardoni, P. (2021). “A Review and Assessment of Importance Sampling Methods for Reliability Analysis.” Structural Safety, (under revision) |
2021 |
33 |
Wang, Z., and Jia. G. (2021). “Sensitivity analysis of tsunami evacuation risk with respect to epistemic uncertainty.” ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part A: Civil Engineering, (under revision). |
2021 |
32 |
Wang, Z., and Jia. G. (2021). “Simulation-based and risk-informed assessment of the effectiveness of tsunami evacuation routes using agent-based modeling: a case study of Seaside, Oregon.” International Journal of Disaster Risk Science, DOI: 10.1007/s13753-021-00387-x. |
2021 |
31 |
Wang, Z., and Jia. G. (2021). “Tsunami evacuation risk assessment and probabilistic sensitivity analysis using augmented sample-based approach.” International Journal of Disaster Risk Reduction, 63, 102462. |
2021 |
30 |
Jia, G., Tabandeh, A., and Gardoni, P. (2021). “A density extrapolation approach to estimate failure probabilities.” Structural Safety, 93, 102128. |
2021 |
29 |
Sonwani, J. K., Jia, G., Mahmoud, H., and Wang Z. (2021) “Seismic Collapse Risk Assessment of Braced Frames under Near-Fault Earthquakes.” Metals, 11(8), 1271. |
2021 |
28 |
Li, M., Jia. G., Cheng, Z., and Shi, Z. (2021) “Generative adversarial network guided topology optimization of periodic structures via Subset Simulation.” Composite Structures,260 |
2021 |
27 |
Jia, G., Gardoni, P., Trejo, D., and Mazarei, V. (2021). “Stochastic modelling of deterioration and time-variant performance of reinforced concrete structures under joint effects of earthquakes, corrosion, and ASR.” Journal of Structural Engineering 147(2), 04020314 |
2021 |
26 |
Wang, Z., and Jia. G. (2021). “A novel agent-based model for tsunami evacuation simulation and risk assessment.” Natural Hazards 105(2045-2071) |
2021 |
25 |
Li, M., and Jia. G.(2020). “Bayesian updating of bridge condition deterioration models using censored and incomplete inspection data.” Journal of Bridge Engineering, 25(3), 04020007 |
2020 |
24 |
Wang, Z., and Jia, G.(2020) “Augmented sample-based approach for efficient evaluation of risk sensitivity with respect to epistemic uncertainty in distribution parameters” Reliability Engineering and System Safety, |
2020 |
23 |
Li, M., and Jia. G.(2020) “Multi-fidelity Gaussian Process Model Integrating Low-and High-Fidelity Data Considering Censoring.” Journal of Structural Engineering, 146(3), 04019215 |
22 |
Li, M., Wang, R-Q., and Jia. G.(2020) “Efficient dimension reduction and surrogate-based sensitivity analysis for expensive models with high-dimensional outputs.” Reliability Engineering and System Safety, 195, 106725 |
2020 |
21 |
Li, M., Cheng, Z., Jia. G.,and Shi, Z. (2019) “Dimension reduction and surrogate based topology optimization of periodic structures.” Composite Structures, 229, 111385 |
2019 |
20 |
Atadero,R.A., Jia G., Abdallah,A., Ozbek,M.E.(2019) “An Integrated Uncertainty-Based Bridge Inspection Decision Framework with Application to Concrete Bridge Decks.” Infrastructures, 4(3), 1–26 |
2019 |
19 |
Wang, Z.,and Jia, G.(2019) “Non-parametric stochastic subset optimization for reliability-based importance ranking of bridges in transportation networks.” Applied Mathematical Modeling, 76, 348-361 |
2019 |
18 |
Wang, Z.,and Jia, G.(2019) “Efficient sample-based approach for effective seismic risk mitigation of transportation networks.” Sustainable and Resilient InfrastructureRead this online |
2019 |
17 |
Jia. G.,Wang, R-Q., and Stacey, M. (2019) “Investigation of Impact of Shoreline Alternation on Coastal Hydrodynamics using Dimension Reduced Surrogate based Sensitivity Analysis.” Advances in Water Resources, 126, 168-175 |
2019 |
16 |
Jia, G., and Gardoni, P. (2019) “Stochastic Life-Cycle Analysis: Renewal-Theory Life-Cycle Analysis with State-Dependent Deterioration Stochastic Models.” Structure and Infrastructure Engineering, 15(8), 1001-1014 |
2019 |
15 |
Jia, G., and Gardoni, P. (2018) “Simulation-based approach for estimation of the stochastic performance of deteriorating engineering systems.” Probabilistic Engineering Mechanics, 52, 28-39 |
2018 |
14 |
Jia, G., and Gardoni, P. (2018) “State-dependent Stochastic Models: A general stochastic framework for modeling deteriorating engineering systems considering multiple deterioration processes and their interactions.” Structural Safety, 72, 99-110 |
2018 |
13 |
Jia, G., and Taflanidis, A. A. (2016) “Efficient evaluation of Sobol’ indices utilizing samples from an auxiliary probability density function.” Journal of Engineering Mechanics, 142(5), 04016012:1-11 |
2016 |
12 |
Jia, G., Taflanidis, A. A.,Nadal-Caraballo, N. C.,Melby, J. A., Kennedy, A. B., and Smith, J. M. (2016) “Surrogate modeling for storm surge prediction using an existing database of synthetic storms and addressing output size and time-dependence.” Natural Hazards, 81(2), 909-938 |
2016 |
11 |
Jia, G., Taflanidis, A. A., and Beck, J. L.(2015) “Non-parametric stochastic subset optimization for design problems with reliability constraints.” Structural and Multidisciplinary Optimization,52(6), 1185-1204 |
2015 |
10 |
Jia, G., Taflanidis, A. A., and Beck, J. L.(2015) “A new adaptive rejection sampling method using kernel density approximations and its application to Subset Simulation.” ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part A: Civil Engineering,3(2): D4015001 |
2015 |
9 |
Jia, G., and Taflanidis, A. A. (2015) “Adaptive non-parametric stochastic subset optimization utilizing multivariate boundary kernels and adaptive stochastic sampling.” Advances in Engineering Software, 89, 3-16 |
2015 |
8 |
Jia, G., Gidaris, I., Taflanidis, A. A., and Mavroeidis,G. P.(2014) “Reliability-based assessment/design of floor isolation systems.” Engineering Structures, 78, 41-56 |
2014 |
7 |
Jia, G., and Taflanidis, A. A. (2014) “Sample-based evaluation of global probabilistic sensitivity measures.” Computers & Structures, 144, 103-118 |
2014 |
6 |
Jia, G., and Taflanidis, A. A. (2013) “Non-parametric stochastic subset optimization for optimal-reliability design problems.” Computers & Structures, 126, 86–99 |
2013 |
5 |
Jia, G., and Taflanidis, A. A. (2013) “Kriging metamodeling for approximation of high-dimensional wave and surge responses in real-time storm/hurricane risk assessment.” Computer Methods in Applied Mechanics and Engineering, 261–262, 24–38 |
2013 |
4 |
Lamprou, A., Jia, G., and Taflanidis, A. A. (2013) “Life-cycle seismic loss estimation and global sensitivity analysis based on stochastic ground motion modeling.” Engineering Structures, 54, 192–206 |
2013 |
3 |
Taflanidis, A.A., Jia, G., Kennedy, A. B., andSmith, J. M. (2013) “Implementation/optimization of moving least squares response surfaces for approximation of hurricane/storm surge and wave responses.” Natural Hazards, 66(2), 955–983 |
2013 |
2 |
Taflanidis, A. A., and Jia, G.(2011) “A simulation-based framework for risk assessment and probabilistic sensitivity analysis of base-isolated structures.” Earthquake Engineering & Structural Dynamics, 40(14), 1629–1651 |
2011 |
1 |
Jia, G., and Shi, Z. (2010) “A new seismic isolation system and its feasibility study.” Earthquake Engineering & Engineering Vibration, 9(1), 75–82 |
2010 |
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