代表性论文专著
[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.
[43] 朱平*, 池田清彦, 海津浩一, アルミナおよびジルコニアの疲劳き裂进展特性に及ぼす水环境およびくり返し负荷の影响, 材料(日本), 2001, 49(5): 547-554.
[44] 缪建成,朱平*,陈关龙,朱大炜,多柔体系统响应计算的子循环计算方法研究,力学学报,2008,40(4): 511-519.
[45] 朱平*,张宇,葛龙,林忠钦,基于正面耐撞性仿真的轿车车身材料轻量化研究,机械工程学报,2005,41(9): 207-211.