Dr. Gaofeng Jia


Journal Articles Top
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