Publications

2023

1. Physics-constrained Gaussian process model for prediction of hydrodynamic interactions between wave energy converters in an array

   Min Li, Gaofeng Jia, Hussam Mahmoud, and 2 more authors

   Applied Mathematical Modelling, 2023

2022

1. Adaptive Gaussian Process with PCA for prediction of complex dispersion relations for periodic structures

   Zhibao Cheng, Min Li, Gaofeng Jia, and 1 more author

   European Journal of Mechanics-A/Solids, 2022

2021

1. Generative adversarial network guided topology optimization of periodic structures via Subset Simulation

   Min Li, Gaofeng Jia, Zhibao Cheng, and 1 more author

   Composite Structures, 2021

2020

1. Multifidelity Gaussian process model integrating low-and high-fidelity data considering censoring

   Min Li, and Gaofeng Jia

   Journal of Structural Engineering, 2020
2. Efficient dimension reduction and surrogate-based sensitivity analysis for expensive models with high-dimensional outputs

   Min Li, Ruo-Qian Wang, and Gaofeng Jia

   Reliability Engineering & System Safety, 2020
3. Bayesian updating of bridge condition deterioration models using complete and incomplete inspection data

   Min Li, and Gaofeng Jia

   Journal of Bridge Engineering, 2020

2019

1. Dimension reduction and surrogate based topology optimization of periodic structures

   Min Li, Zhibao Cheng, Gaofeng Jia, and 1 more author

   Composite Structures, 2019

2022

1. Multi-fidelity surrogate model for efficient tsunami evacuation risk assessment

   M. Li, Z. Wang, and G. Jia

   In ICOSSAR 2021-2022: 13th International Conference on Structural Safety & Reliability, 2022
2. Convolution-fed Gaussian Process with Active Learning for Probabilistic Power Prediction of Large-scale Wave Farm

   M. Li, G. Jia, H. Mahmoud, and 2 more authors

   In ICOSSAR 2021-2022: 13th International Conference on Structural Safety & Reliability, 2022

2021

1. Dimension reduction and surrogate based approach for optimal seismic risk mitigation of large-scale transportation network

   M Li, Z Wang, and G Jia

   In Bridge Maintenance, Safety, Management, Life-Cycle Sustainability and Innovations, 2021
2. Age, state, and environment dependent non-homogeneous stochastic model for improved bridge deterioration prediction

   M Li, and G Jia

   In Bridge Maintenance, Safety, Management, Life-Cycle Sustainability and Innovations, 2021

2019

1. Surrogate modeling for sensitivity analysis of models with high-dimensional outputs

   Min Li, Gaofeng Jia, and Ruo Qian Wang

   In 13 th International Conference on Applications o f Statistics and Probability in Civil Engineering, ICASP13, Seoul, South Korea, 2019