PUBLICATIONS

Refereed Journal Publications (published or accepted, #Co-first author, *Corresponding author)

Uncertainty quantification and model updating

• 1. Chen Jiang, Manuel A. Vega, Mukesh K. Ramancha, Michael D. Todd, Joel P. Conte, Matthew Parno, Zhen Hu*. "Bayesian Calibration of Multi-level Model with Unobservable Distributed Response and Application to Miter Gates". Mechanical Systems and Signal Processing, 2022, 170, 108852.

  2. Chen Jiang, Manuel A. Vega, Michael D. Todd, Zhen Hu*. "Model Correction and Updating of a Stochastic Degradation Model for Failure Prognostics of Miter Gates". Reliability Engineering & System Safety, 2022, 218, 108203.

  3. Chen Jiang, Zhen Hu*, Yixuan Liu, Zissimos P. Mourelatos, David J Gorsich, Paramsothy Jayakumar. “A Sequential Calibration and Validation Framework for Uncertainty Quantification and Reduction”. Computer Methods in Applied Mechanics and Engineering, 2020, 368, 113172.

  4. Zhuo Wang#, Chen Jiang#, Wenhua Yang, Ying Zhao, Mark F. Horstemeyer, Long-Qing Chen, Zhen Hu*, Lei Chen*. “Uncertainty Quantification and Reduction in Metal Additive Manufacturing”. NPJ Computational Materials, 2020, 6: 175. 

Design under uncertainty

• 5. Dapeng Wang, Haobo Qiu, Liang Gao, Chen Jiang*. "A Subdomain Uncertainty-guided Kriging Method with Optimized Feasibility Metric for Time-dependent Reliability Analysis". Reliability Engineering & System Safety, 2024, 243: 109839.

  6. Weifei Hu*, Jiquan Yan, Feng Zhao, Chen Jiang, Hongwei Liu, Hyunkyoo Cho, Ikjin Lee. "Surrogate-Based Time-Dependent Reliability Analysis for a Digital Twin". ASME Journal of Mechanical Design, 2023, 145(9): 091708.

  7. Hyunhee Choi, Chen Jiang, Byeng D. Youn*, Taejin Kim*. "Uncertainty analysis of stack pressure in EV battery module systems using a phenomenological modeling approach". Journal of Energy Storage, 2023, 73: 108948.

  8. Dapeng Wang, Haobo Qiu*, Liang Gao, Danyang Xu, Chen Jiang. "Time-dependent system reliability analysis using adaptive single-loop Kriging with probability of rejecting classification". Structural and Multidisciplinary Optimization, 2023, 66: 186.

  9. Dequan Zhang, Pengfei Zhou, Chen Jiang*, Meide Yang, Xu Han*, Qing Li. "A Stochastic Process Discretization Method Combing Active Learning Kriging Model for Efficient Time-Variant Reliability Analysis". Computer Methods in Applied Mechanics and Engineering, 2021, 384, 113990.

  10. Dapeng Wang, Haobo Qiu, Liang Gao, Chen Jiang*. "A Single-loop Kriging Coupled with Subset Simulation for Time-dependent Reliability Analysis". Reliability Engineering & System Safety, 2021, 216, 107931.

  11. Zeng Meng, Jingyu Zhao, Chen Jiang*. "An efficient semi-analytical extreme-value method for time-variant reliability analysis". Structural and Multidisciplinary Optimization, 2021.

  12. Chen Jiang, Yifang Yan, Dapeng Wang, Haobo Qiu, Liang Gao. “Global and Local Kriging Limit State Approximation for Time-dependent Reliability-based Design Optimization through Wrong-classification Probability”. Reliability Engineering & System Safety, 2021, 208, 107431.

  13. Chen Jiang, Haobo Qiu, Liang Gao, Dapeng Wang, Zan Yang, Liming Chen. “EEK-SYS: System reliability analysis through estimation error-guided adaptive Kriging approximation of multiple limit state surfaces”. Reliability Engineering & System Safety, 2020, 198: 106906.

  14. Dapeng Wang, Chen Jiang, Haobo Qiu, Jinhao Zhang, Liang Gao. “Time-dependent reliability analysis through projection outline-based adaptive Kriging”. Structural and Multidisciplinary Optimization, 2020, 61, 1453-1472.

  15. Chen Jiang, Haobo Qiu, Liang Gao, Dapeng Wang, Zan Yang, Liming Chen. “Real-time estimation error-guided active learning Kriging method for time-dependent reliability analysis”. Applied Mathematical Modelling, 2020, 77: 82-98.

  16. Chen Jiang., Haobo Qiu, Xiaoke Li, Zhenzhong Chen, Liang Gao, Peigen Li. “Iterative reliable design space approach for efficient reliability-based design optimization”. Engineering with Computers, 2020, 36(1): 151-169.

  17. Chen Jiang, Haobo Qiu, Zan Yang, Liming Chen, Liang Gao, Peigen Li. “A general failure-pursuing sampling framework for surrogate-based reliability analysis”. Reliability Engineering & System Safety, 2019, 183: 47-59.

  18. Chen Jiang, Dapeng Wang, Haobo Qiu, Liang Gao, Liming Chen, Zan Yang. “An active failure-pursuing Kriging modeling method for time-dependent reliability analysis”. Mechanical Systems and Signal Processing, 2019, 129: 112-129.

  19. Chen Jiang, Haobo Qiu, Liang Gao, Wenxi Cai, Peigen Li. “An adaptive hybrid single-loop method for reliability-based design optimization using iterative control strategy”. Structural and Multidisciplinary Optimization, 2017, 56(6): 1271-1286.

Reliability-based path planning

• 20. Chen Jiang, Yixuan Liu, Zissimos P. Mourelatos, David Gorsich, Yan Fu, and Zhen Hu*. "Efficient Reliability_Based Mission Planning of Off-Road Autonomous Ground Vehicles Using an Outcrossing Approach". ASME Journal of Mechanical Design, 2022, 144(4), 041703.

  21. Yixuan Liu, Chen Jiang, Xiaoge Zhang, Zissimos P. Mourelatos, Dakota Barthlow, David Gorsich, Amandeep Singh, Zhen Hu*. "Reliability-Based Multivehicle Path Planning Under Uncertainty Using a Bio-Inspired Approach". ASME Journal of Mechanical Design, 2022, 144(9), 091701.

  22. Chen Jiang, Zhen Hu*, Zissimos P. Mourelatos, David Gorsich, Paramsothy Jayakumar, Yan Fu, and Monica Majcher. “R2-RRT*: Reliability-Based Robust Mission Planning of Off-Road Autonomous Ground Vehicle Under Uncertain Terrain Environment”. IEEE Transactions on Automation Science and Engineering, 2021, 1-17.

  23. Yixuan Liu, Chen Jiang, Zissimos P. Mourelatos, David Gorsich, Paramsothy Jayakumar, Yan Fu, Monica Majcher, Zhen Hu*. “Simulation-Based Mission Mobility Reliability Analysis of Off-Road Ground Vehicles”. ASME Journal of Mechanical Design, 2021, 143(3): 031701.

Surrogate modelling and optimization

• 24. Ying Zhao, Chen Jiang, Manuel A. Vega, Michael D. Todd, Zhen Hu*. "Surrogate Modeling of Nonlinear Dynamic Systems: a Comparative Study". Journal of Computing and Information Science in Engineering, 2022.

  25. Liming Chen, Haobo Qiu, Liang Gao, Chen Jiang, Zan Yang. “Optimization of expensive black-box problems via Gradient-enhanced Kriging”. Computer Methods in Applied Mechanics and Engineering, 2020, 362: 112861.

  26. Liming Chen, Haobo Qiu, Liang Gao, Chen Jiang, Zan Yang. “A screening-based gradient-enhanced Kriging modeling method for high-dimensional problems”. Applied Mathematical Modelling, 2019, 69: 15-31.

  27. Chen Jiang, Wenxi Cai, Haobo Qiu, Liang Gao, Peigen Li. “A two-stage support vector regression assisted sequential sampling approach for global metamodeling”. Structural and Multidisciplinary Optimization, 2018, 58(4): 1657-1672.

  28. Liming Chen, Haobo Qiu, Chen Jiang, Xiwen Cai, Liang Gao. “Ensemble of surrogates with hybrid method using global and local measures for engineering design”. Structural and Multidisciplinary Optimization, 2018, 57(4): 1711-1729.

  29. Liming Chen, Haobo Qiu, Chen Jiang, Mi Xiao, Liang Gao. “Support Vector enhanced Kriging for metamodeling with noisy data”. Structural and Multidisciplinary Optimization, 2018, 57(4): 1611-1623.

Refereed Conference Publications

• 1. Chen Jiang, Yixuan Liu, Zhen Hu, Zissimos P. Mourelatos, David J Gorsich, Yan Fu. "Reliability-Based Mission Planning of Off-Road Autonomous Ground Vehicles Using an Outcrossing Approach". ASME 2021 International Design Engineering Technical Conferences & Computers and Information in Engineering Conference(IDETC/CIE 2021), American Society of Mechanical Engineers, Virtual, Online. August 17-19, 2021, V03BT03A007.

  2. Chen Jiang, Zhen Hu, Zissimos P. Mourelatos, David Gorsich, Paramsothy Jayakumar, Monica Majcher, Yan Fu. “Reliability-Based Mission Planning of Off-road Ground Vehicle under Uncertain Environment”. AIAA SciTech 2021 Forum, 2021, 0677.

  3. Chen Jiang, Yixuan Liu, Zhen Hu, Zissimos P. Mourelatos, David J Gorsich, Paramsothy Jayakumar. “A Sequential Calibration and Validation Framework for Model Uncertainty Quantification and Reduction”. ASME 2020 International Design Engineering Technical Conferences & Computers and Information in Engineering Conference(IDETC/CIE 2020), American Society of Mechanical Engineers, Virtual, Online. 2020, 84010: V11BT11A038. 

  4. Chen Jiang, Haobo Qiu, Xiaoke Li, Ning Ma, Liang Gao, Wenxi Cai. “DATP-based sequential optimization and reliability assessment for RBDO” 2016 International Conference on Probabilistic Methods Applied to Power Systems (PMAPS) ,IEEE, 2016, 1-6.