Selected Publications
[1] Liwei Wang, Jagannadh Boddapati, Ke Liu, Ping Zhu*, Chiara Daraio, Wei Chen, Mechanical cloak via data-driven aperiodic metamaterial design, Proceedings of the National Academy of Sciences, 2022, 119(13): e2122185119.
[2] Zhouzhou Song, Hanyu Zhang, Lei Zhang, Zhao Liu, Ping Zhu*, An estimation variance reduction-guided adaptive Kriging method for efficient time-variant structural reliability analysis, Mechanical Systems and Signal Processing, 2022, 178: 109322.
[3] Hanyu Zhang, Zhouzhou Song, Lei Zhang, Zhao Liu, Ping Zhu*, Effect of Hygrothermal Environment on the Fatigue Fracture Mechanism of Single Lap Aluminum-CFRP Hybrid (riveted/bonded) Joints, International Journal of Fatigue, 2022, 165: 107177.
[4] Lei Zhang, Zeyang Li, Hanyu Zhang, Zhao Liu, Ping Zhu*, Fatigue failure mechanism analysis and life prediction of short fiber reinforced polymer composites under tension-tension loading, International Journal of Fatigue, 2022, 160: 106880.
[5] Liwei Wang, Zhao Liu, Daicong Da, Yu-Chin Chan, Wei Chen, Ping Zhu*, Generalized de-homogenization via sawtooth-function-based mapping and its demonstration on data-driven frequency response optimization, Computer Methods in Applied Mechanics and Engineering, 2022, 395: 114967.
[6] Liwei Wang, Anton van Beek, Daicong Da, Yu-Chin Chan, Ping Zhu*, Wei Chen, Data-driven multiscale design of cellular composites with multiclass microstructures for natural frequency maximization, Composite Structures, 2022, 280: 114949.
[7] Hanyu Zhang, Lei Zhang, Zhao Liu, Ping Zhu*, Numerical analysis of hybrid (bonded/bolted) FRP composite joints: A review, Composite Structures, 2021, 262: 113606.
[8] Zhao Liu, Qiangqiang Zhai, Zhouzhou Song, Ping Zhu*, A general integrated procedure for uncertainty-based design optimization of multilevel systems by hierarchical decomposition framework, Structural and Multidisciplinary Optimization, 2021, 64(4): 2669-2686.
[9] Zeyang Li, Zhao Liu, Zhang Lei, Ping Zhu*, An innovative computational framework for the analysis of complex mechanical behaviors of short fiber reinforced polymer composites, Composite Structures, 2021, 277: 114594.
[10] Can Xu, Zhao Liu, Ping Zhu*, Mushi Li, Sensitivity-based adaptive sequential sampling for metamodel uncertainty reduction in multilevel systems, Structural and Multidisciplinary Optimization, 2020, 62(3): 1473-1496.
[11] Liwei Wang, Yu-Chin Chan, Zhao Liu, Ping Zhu*, Wei Chen, Data-driven metamaterial design with Laplace-Beltrami spectrum as “shape-DNA”, Structural and Multidisciplinary Optimization, 2020, 61(6): 2613-2628.
[12] Liwei Wang, Yu-Chin Chan, Faez Ahmed, Zhao Liu, Ping Zhu*, Wei Chen, Deep generative modeling for mechanistic-based learning and design of metamaterial systems, Computer Methods in Applied Mechanics and Engineering, 2020, 372: 113377.
[13] Wei Tao, Ping Zhu*, Can Xu, Zhao Liu, Uncertainty quantification of mechanical properties for three-dimensional orthogonal woven composites. Part I: Stochastic reinforcement geometry reconstruction, Composite Structures, 2020, 235: 111763.
[14] Wei Tao, Ping Zhu*, Can Xu, Zhao Liu, Uncertainty quantification of mechanical properties for three-dimensional orthogonal woven composites. Part II: Multiscale simulation, Composite Structures, 2020, 235: 111764.
[15] Zhao Liu, Zhiwei Qin, Ping Zhu*, Han Li, An adaptive switchover hybrid particle swarm optimization algorithm with local search strategy for constrained optimization problems, Engineering Applications of Artificial Intelligence, 2020, 95: 103771.
[16] Chao Zhu, Ping Zhu*, Zhao Liu, Uncertainty analysis of mechanical properties of plain woven carbon fiber reinforced composite via stochastic constitutive modeling, Composite Structures, 2019, 207: 684-700.
[17] Zhao Liu, Chao Zhu, Ping Zhu*, Wei Chen, Reliability-based design optimization of composite battery box based on modified particle swarm optimization algorithm, Composite Structures, 2018, 204: 239-255.
[18] Zhao Liu, Zeyang Li, Ping Zhu*, Wei Chen, A parallel boundary search particle swarm optimization algorithm for constrained optimization problems, Structural and Multidisciplinary Optimization, 2018, 58(4): 1505-1522.
[19] Zengwei Wang, Ping Zhu*, Zhao Liu. Relationships between the decoupled and coupled transfer functions: theoretical studies and experimental validation. Mechanical Systems and Signal Processing, 2018, 98: 936-950.
[20] Zengwei Wang, Ping Zhu*, Jianxuan Zhao, Response prediction techniques and case studies of a path blocking system based on Global Transmissibility Direct Transmissibility method, Journal of Sound and Vibration, 2017, 388: 363-388.
[21] Zengwei Wang, Ping Zhu*, Response prediction for modified mechanical systems based on in-situ frequency response functions: Theoretical and numerical studies, Journal of Sound and Vibration, 2017, 400: 417-441.
[22] Wei Tao, Zhao Liu, Ping Zhu*, Chao Zhu, Wei Chen, Multi-scale design of three dimensional woven composite automobile fender using modified particle swarm optimization algorithm, Composite Structures, 2017, 181: 73-83.
[23] Zhao Liu, Jiahai Lu, Ping Zhu*. Lightweight design of automotive composite bumper system using modified particle swarm optimizer. Composite Structures, 2016, 140: 630-643.
[24] Ping Zhu*, Zengwei Wang, Zhiwei Qin, Yang Shen. The transfer path analysis method on the use of artificial excitation: Numerical and experimental studies. Applied Acoustics, 2018, 136: 102-112.
[25] Ping Zhu*, Jiahai Lu, Qinghui Ji, Zhang Cheng. Experimental study of in-plane mechanical performance of carbon/glass hybrid woven composite at different strain rates. International Journal of Crashworthiness, 2016 , 21 (6) :542-554.
[26] Ping Zhu*, Siliang Zhang, Wei Chen, Multi-point objective-oriented sequential sampling strategy for constrained robust design, Engineering Optimization, 2015, 47(3): 287-307.
[27] Ping Zhu*, Lei Shi, Ren-Jye Yang, Shih-Po Lin, A new sampling-based RBDO method via score function with reweighting scheme and application to vehicle designs, Applied Mathematical Modeling, 2015, 39(15): 4243-4256.
[28] Ping Zhu*, Feng Pan, Wei Chen, Felipe Viana. Lightweight Design of Vehicle Parameters under Crashworthiness using Conservative Surrogates. Computers in Industry, 2013, 64(3): 280-289.
[29] Ping Zhu*, Feng Pan, Wei Chen, Siliang Zhang. Use of support vector regression in structural optimization: Application to vehicle crashworthiness design. Mathematics and Computers in Simulation, 2012, 86: 21-31.
[30] Ping Zhu*, Yu Zhang, Guanlong Chen, Metamodeling development for reliability-based design optimization of automotive body structure, Computers in Industry, 2011, 62 (7): 729–741.
[31] Zhao Liu, Ping Zhu*, Wei Chen, Ren-Jye Yang, Improved particle swarm optimization algorithm using design of experiment and data mining techniques. Structural and Multidisciplinary Optimization, 2015, 52(4): 813-826.
[32] Lei Shi, Ren-Jye Yang, Ping Zhu, An adaptive response surface method using Bayesian metric and model bias correction function, ASME Journal of Mechanical Design, 2014, 136(3):1-8.
[33] Jiahai Lu, Ping Zhu*, Qinghui Ji, Identification of the mechanical properties of the carbon fiber and the interphase region based on computational micromechanics and Kriging metamodel, Computational Materials Science, 2014, 95:172-180.
[34] Siliang Zhang, Ping Zhu*, Wei Chen, Paul Arendt. Concurrent treatment of parametric uncertainty and metamodeling uncertainty in robust design. Structural and Multidisciplinary Optimization, 2013, 47(1): 63-76.
[35] Ming Yu, Ping Zhu*, Yingqi Ma. Identification of the interface properties of hollow spheres filled syntactic foams: An inverse strategy combining microstructural modeling with Kriging metamodel. Composites Science and Technology, 2013, 74(1): 179-185.
[36] Ming Yu, Ping Zhu*, Yingqi Ma. Effects of particle clustering on the tensile properties and failure mechanisms of hollow spheres filled syntactic foams: A numerical investigation by microstructure based modeling. Materials and Design, 2013, 47: 80-89.
[37] Ming Yu, Ping Zhu*, Yingqi Ma. Experimental study and numerical prediction of tensile strength properties and failure modes of hollow spheres filled syntactic foams. Computational Materials Science, 2012, 63: 232–243.
[38] Zhigang Hu, Ping Zhu*, Meng Jin, Fatigue properties of transformation-induced plasticity and dual-phase steels for auto-body lightweight: Experiment, modeling and application, Materials and Design, 2010, 31(6): 2884-2890.
[39] Jiancheng Miao, Ping Zhu*, Guanglin Shi, Guanlong Chen, Study on sub-cycling for flexible multi-body dynamics based on Newmark method, International Journal for Numerical Methods in Engineering, 2008, 75(2): 188-211.
[40] Yu Zhang, Ping Zhu*, Guanlong Chen, Zhongqin Lin, Study on structural lightweight design of automotive front side rail based on response surface method, ASME Journal of Mechanical Design, 2007, 129(5): 553-557.
[41] Yan Zhang, Ping Zhu*, Finite element analysis of low-velocity impact damage in composite laminated plates, Materials and Design, 2006, 27(6): 513-519.
[42] Ping Zhu*,Zhongqin Lin, Guanlong Chen,Kiyohiko Ikeda, The Predictions and Applications of Fatigue Lifetime in Alumina and Zirconia Ceramics, International Journal of Fatigue, 2004, 26(10): 1109-1114.