College of Mechanical and Vehicle Engineering
Hunan University
Lushan South street, Changsha city, Hunan province, China
, wanghuenying@hotmail.com
Homepage: http://multi-fscom.com/
Researchgate: https://www.researchgate.net/profile/Hu_Wang6

2016 – present: Professor, Hunan University, College of Mechanical and Vehicle Engineering

Member of ISSMO
Member of ASME

2012-2014: visiting scholar, University of Florida
2009-2010: visiting scholar, Simon Fraser University
2006-2007: visiting scholar, National University of Singapore
2006: PhD Mechanical Engineering, Hunan University
2001: M.S. Mechanical Engineering, Hunan University
1998: B.S. Mechanical Engineering, Tianjin University of Science &Technology

Design methods of complex products;
Fast calculation methods;
Parallel calculation methods;
Reverse designs and methods, etc.

2017-2020 National key R & D plan: “Numerical Simulation and Computing Resource System for Medium-sized and Small Enterprises”
(￥1,150,000)
2016-2019 Surface of the State Natural Science Fund Projects: “Research on fast calculation method for high precision reanalysis of auxiliary space”
(￥714,000)
2014-2017 Autonomous subject of State Key Laboratory: Research on High-Dimensional Multi-Scale Optimization Method for Lightweight Design of Vehicle Body”
(￥150,000)
2012-2014 Program for New Century Excellent Talents in University: Automobile CAE”
(￥500,000)
2011-2015 Surface of the State Natural Science Fund Project: “Research on Key Techniques of Multi-parameter Self-Organizing Approximation Model Optimization Method Based on Decoupling Mode”
(￥640,000)
2011-2013 Key Projects of Hunan Natural Science Foundation: Research on High Dimensional Optimization Method Based on Approximate Model”
(￥100,000)
2011-2012 Hunan University Youth Training Program: Research on Key Technologies of Dynamic Reanalysis Based on Vehicle Collision Process”
(￥200,000)
2011-2012 Autonomous subject of State Key Laboratory: Research on Fast Calculation Method of Dynamic Nonlinear Problems Based on Reanalysis Theory”
(￥150,000)
2010-2012 Excellent Youth National Natural Science Fund: “Time-series Controllable Approximation Model Technology and Research on Nonlinear Problems”
(￥190,000)
2009-2011 863 Program: Sub-topic of Mechanical System Dynamic CAE Platform: Research on Material Parameters of Reverse Systems”
(￥960,000)

Publications

1.Li Qidi, Hu Wang, Zeng Yang, Zhiwei Lv: A D-vine copula-based coupling uncertainty analysis for stiffness predication of variable-stiffness composite. Composite Structures 07/2019; 219:221-241., DOI:10.1016/j.compstruct.2019.03.067
2.Zhenxing Cheng, Hu Wang: An exact and efficient X-FEM-based reanalysis algorithm for quasi-static crack propagation. Applied Mathematical Modelling 03/2019;, DOI:10.1016/j.apm.2019.02.046
3.Duc Hai Nguyen, Hu Wang: Multi-Scale Analyses of Three Dimensional Woven Composite 3D Shell With a Cut Out Circle. Applied Composite Materials 01/2019; 26(1):339-356., DOI:10.1007/s10443-018-9695-z
4.Yu Li, Hu Wang, Xinjian Deng: Image-based reconstruction for a 3D-PFHS heat transfer problem by ReConNN. International Journal of Heat and Mass Transfer 01/2019; 134:656–667.
5.Zeng Yang, Hu Wang, Shuai Zhang, Yong Cai, Enying Li: A novel adaptive approximate Bayesian computation method for inverse heat conduction problem. International Journal of Heat and Mass Transfer 01/2019; 134:185–197., DOI:10.1016/j.ijheatmasstransfer.2019.01.069
6.Yang Zeng, Xiancheng Yu, Hu Wang: A new POD-based Approximate Bayesian computation method to identify parameters for formed AHSS. International Journal of Solids and Structures 10/2018;, DOI:10.1016/j.ijsolstr.2018.10.020
7.Hao Chong, Hu Wang, Enying Li: Update-grid reanalysis method based on NS-FEM for 3D heat transfer problems. Engineering Analysis with Boundary Elements 10/2018; 95:142-153., DOI:10.1016/j.enganabound.2018.07.010
8.Liming Chen, Hu Wang, Fan Ye, Wei Hu: Correction to: Comparative study of HDMRs and other popular metamodeling techniques for high dimensional problems. Structural and Multidisciplinary Optimization 08/2018;, DOI:10.1007/s00158-018-2070-8
9.Xiangcheng Li, Hu Wang, Guangyao Li: Reanalysis assisted metaheuristic optimization for free vibration problems of composite laminates. Composite Structures 08/2018; 206., DOI:10.1016/j.compstruct.2018.08.028
10.Liming Chen, Hu Wang, Fan Ye, Wei Hu: Comparative study of HDMRs and other popular metamodeling techniques for high dimensional problems. Structural and Multidisciplinary Optimization 07/2018;, DOI:10.1007/s00158-018-2046-8
11.Hu Wang, Mengzhu Yang, Yufan Wu: Closed-loop optimization and investigation of bistable interlocked structure. International Journal of Mechanical Sciences 05/2018; 144., DOI:10.1016/j.ijmecsci.2018.05.037
12.Hu Wang: Fast sensitivity reanalysis methods assisted by Independent Coefficients and Indirect Factorization Updating strategies. DOI:10.1016/j.advengsoft.2018.02.009
13.Hu Wang, Lei Chen, Fan Ye, Jian Wang: A multi-hierarchical successive optimization method for reduction of spring-back in autoclave forming. Composite Structures 03/2018; 188., DOI:10.1016/j.compstruct.2018.01.010
14.Zhenxing Cheng, Hu Wang: How to control the crack to propagate along the specified path feasibly?. Computer Methods in Applied Mechanics and Engineering 03/2018; 336., DOI:10.1016/j.cma.2018.03.029
15.Yu Li, Hu Wang, Juanjuan Liu: Can CNNs Construct Highly Accurate Model Efficiently with Limited Training Samples?.
16.Hu Wang, Wenquan Shuai, Xin Luo: Optimization of honeycomb battery package based on space mapping algorithm.
17.Zhenxing Cheng, Hu Wang: Crack Is Controllable, a controllable crack propagation method by using artificial neural network assisted particle swarm optimization.
18.Zhenxing Cheng, Hu Wang: A fast and exact computational method for crack propagation based on extended finite element method.
19.Guanxin Huang, Hu Wang, Guoping Wang, Guangyao Li, Congyi Zhang: Corrigendum to “Closed loop geometry based optimization by integrating subdivision, reanalysis and metaheuristic searching techniques” [Comput. Struct. 182 (2017) 459–474]. Computers & Structures 07/2017; 187:122., DOI:10.1016/j.compstruc.2017.04.008
20.Enying Li, Fan Ye, Hu Wang: Alternative Kriging-HDMR optimization method with expected improvement sampling strategy. Engineering Computations 06/2017; 34(1):00-00., DOI:10.1108/EC-06-2016-0208
21.Hu Wang, Liming Chen, Fan Ye, Lei Chen: Global sensitivity analysis for fiber reinforced composite fiber path based on D-MORPH-HDMR algorithm. Structural and Multidisciplinary Optimization 04/2017;, DOI:10.1007/s00158-017-1681-9
22.Hu Wang, Lei Chen, Enying Li: Time dependent sheet metal forming optimization by using Gaussian process assisted firefly algorithm. International Journal of Material Forming 04/2017;, DOI:10.1007/s12289-017-1352-9
23.Zhenxing Cheng, Hu Wang, Guanxin Huang, Guangyao Li: A Meshless-based Local Reanalysis Method for Structural Analysis. Computers & Structures 03/2017; 192., DOI:10.1016/j.compstruc.2017.07.011
24.Fan Ye, Hu Wang: A simple Python code for computing effective properties of 2D and 3D representative volume element under periodic boundary conditions.
25.Fan Ye, Hu Wang, Guangyao Li: Variable stiffness composite material design by using support vector regression assisted efficient global optimization method. Structural and Multidisciplinary Optimization 01/2017;, DOI:10.1007/s00158-017-1658-8
26.Guanxin Huang, Hu Wang, Guoping Wang, Guangyao Li: Closed loop geometry based optimization by integrating subdivision, reanalysis and metaheuristic searching techniques. Computers & Structures 01/2017; 182(1):459–474., DOI:10.1016/j.compstruc.2017.01.005
27.Hu Wang, Hao Chong, Guangyao Li: Extension of reanalysis method, analysis of heat conduction by using CA and IC methods. DOI:10.1016/j.enganabound.2017.09.011
28.Hu Wang, Ye Fan, Chen Lei, Li Enying: Sheet Metal Forming Optimization by Using Surrogate Modeling Techniques. Chinese Journal of Mechanical Engineering 01/2017; 30(1):2017., DOI:10.3901/CJME.2016.1020.123
29.Guanxin Huang, Hu Wang, Lei Chen, Enying Li, Guangyao Li: A fast uncertainty analysis for material nonlinear problems based on reanalysis and semi-analytic strategy. Advances in Engineering Software 12/2016; 102:1-13., DOI:10.1016/j.advengsoft.2016.08.008
30.Hu Wang, Tingxiang Fan, Guangyao Li: Reanalysis-based space mapping method, an alternative optimization way for expensive simulation-based problems. Structural and Multidisciplinary Optimization 12/2016;, DOI:10.1007/s00158-016-1633-9
31.Guanqiang He, Hu Wang, Guangxin Huang, Haitao Liu, Guangyao Li: A Parallel Elastoplastic Reanalysis Based on GPU Platform. International Journal of Computational Methods 11/2016;, DOI:10.1142/S0219876217500517
32.Guanxin Huang, Hu Wang, Guangyao Li: A novel Multi-Grid assisted reanalysis for re-meshed finite element models. Computer Methods in Applied Mechanics and Engineering 10/2016; 313(1):817–833., DOI:10.1016/j.cma.2016.10.029
33.Guanxin Huang, Hu Wang, Guangyao Li: An Efficient Reanalysis Assisted Optimization for Variable-stiffness Composite Design by Using Path Functions. Composite Structures 06/2016; 153., DOI:10.1016/j.compstruct.2016.06.043
34.Hu Wang, Hao Chong: Review of advances and outlook in reanalysis methods. DOI:10.6052/j.issn.1000-4750.2015.11.0944
35.Enying Li, Hu Wang, Fan Ye: Two-level Multi-surrogate Assisted Optimization method for high dimensional nonlinear problems. Applied Soft Computing 05/2016; 46:26-36., DOI:10.1016/j.asoc.2016.04.035
36.Guanxin Huang, Hu Wang, Guangyao Li: An exact reanalysis method for structures with local modifications. Structural and Multidisciplinary Optimization 03/2016; 54(3)., DOI:10.1007/s00158-016-1417-2
37.Liming Chen, Enying Li, Hu Wang: Time-based reflow soldering optimization by using adaptive Kriging-HDMR method. Soldering and Surface Mount Technology 03/2016; 18(2):101-113., DOI:10.1108/SSMT-07-2015-0021
38.Hu Wang, Enying Li: Bi-direction multi-surrogate surrogate assisted global optimization. Engineering Computations 03/2016; 33(3):646-666., DOI:10.1108/EC-11-2014-0241
39.Long Tang, Hu Wang: Dual-mode nested search method for categorical uncertain multi-objective optimization. Engineering Optimization 02/2016; 48(10):1-19., DOI:10.1080/0305215X.2015.1137564
40.Hu Wang, Yang Zeng, Enying Li, Guangxin Huang, Guoqiang Gao, Guangyao Li: “Seen Is Solution” , a CAD/CAE integrated parallel reanalysis design system. Computer Methods in Applied Mechanics and Engineering 02/2016; 299(1):187–214., DOI:10.1016/j.cma.2015.10.022
41.Hu Wang, Fan Ye, Enying Li, Guangyao: A comparative study of expected improvement- assisted global optimization with different surrogates. Engineering Optimization 01/2016;, DOI:10.1080/0305215X.2015.1115645
42.Enying Li, Hu Wang: An alternative adaptive differential evolutionary Algorithm assisted by Expected Improvement criterion and cut-HDMR expansion and its application in time-based sheet forming design. Advances in Engineering Software 01/2016; 33:96–107., DOI:10.1016/j.advengsoft.2016.03.001
43.Zeng Yang, Enying Li, Hu Wang: Fast variable stiffness composite cylinder uncertainty analysis by using reanalysis assisted Copula function. MATEC Web of Conferences 01/2016; 80:10006., DOI:10.1051/matecconf/20168010006
44.Hu Wang, Yang Zeng, Xiancheng Yu, Guangyao Li, Enying Li: Surrogate-assisted Bayesian inference inverse material identification method and application to advanced high strength steel. Inverse Problems in Science and Engineering 11/2015;, DOI:10.1080/17415977.2015.1113960
45.Guoqiang Gao, Hu Wang, Enying Li, Guangyao Li: An exact block-based reanalysis method for local modifications. Computers & Structures 10/2015; 158(1):369–380., DOI:10.1016/j.compstruc.2015.06.015
46.Guanqiang He, Xiaodong Huang, Hu Wang, Guangyao Li: Topology optimization of periodic structures using BESO based on unstructured design points. Structural and Multidisciplinary Optimization 09/2015; 53(2)., DOI:10.1007/s00158-015-1342-9
47.Yong Cai, Guoping Wang, Guangyao Li, Hu Wang: A high performance crashworthiness simulation system based on GPU. Advances in Engineering Software 08/2015; 86., DOI:10.1016/j.advengsoft.2015.04.003
48.Guanqiang He, Hu Wang, Enying Li, Guanxin Huang, Guangyao Li: A multiple-GPU based parallel independent coefficient reanalysis method and applications for vehicle design. Advances in Engineering Software 07/2015; 85., DOI:10.1016/j.advengsoft.2015.03.006
49.Hu Wang, Guangyao Li: Some modifications for ES-FEM and its application for vehicle design. Engineering Computations 07/2015; 32(5)., DOI:10.1108/EC-11-2013-0268
50.W. Yin, H. Wang, H. Feng, L. Tang: Inverse determination of material parameters based on decoupled GMDH algorithm. Zhongguo Jixie Gongcheng/China Mechanical Engineering 05/2015; 26(9):1215-1221., DOI:10.3969/j.issn.1004-132X.2015.09.016
51.W. Yin, H. Wang, H. Feng, E. Li, L. Tang: Inverse determination of high-strength steel parameters based on RBF-HDMR metamodel technique. Zhongguo Jixie Gongcheng/China Mechanical Engineering 10/2014; 25(20):2801-2805., DOI:10.3969/j.issn.1004-132X.2014.20.018
52.Yong Cai, Guangyao Li, Hu Wang: A Parallel Node-based Solution Scheme for Implicit Finite Element Method Using GPU. Procedia Engineering 12/2013; 61:318-324., DOI:10.1016/j.proeng.2013.08.022
53.Guanxin Huang, Hu Wang, Guangyao Li: A reanalysis method for local modification and the application in large-scale problems. Structural and Multidisciplinary Optimization 11/2013; 49(6):915-930., DOI:10.1007/s00158-013-1022-6
54.Long Tang, Hu Wang, Guangyao Li, Fengxiang Xu: Adaptive heuristic search algorithm for discrete variables based multi-objective optimization. Structural and Multidisciplinary Optimization 10/2013; 48(4)., DOI:10.1007/s00158-013-0932-7
55.Guoqiang Gao, Hu Wang, Guangyao Li: An adaptive time-based global method for dynamic reanalysis. Structural and Multidisciplinary Optimization 08/2013; 48(2)., DOI:10.1007/s00158-013-0930-9
56.Hu Wang: A Parallel Reanalysis Method Based on Approximate Inverse Matrix for Complex Engineering Problems. Journal of Mechanical Design 08/2013; 135(8):081001-1.
57.Hu Wang, Enying Li, Guangyao Li: A Parallel Reanalysis Method Based on Approximate Inverse Matrix for Complex Engineering Problems. Journal of Mechanical Design 05/2013; 135(8):081001., DOI:10.1115/1.4024368
58.Y. Cai, G. Li, H. Wang: Parallel computing of central difference explicit finite element based on GPU general computing platform.
59.Long Tang, Hu Wang, Guangyao Li: Advanced high strength steel springback optimization by projection-based heuristic global search algorithm. Materials and Design 01/2013; 43:426–437., DOI:10.1016/j.matdes.2012.06.045
60.Hu Wang, Weiyi Li, Guangyao Li: A Robust Inverse Method Based on Least Square Support Vector Regression for Johnson-cook Material Parameters. Cmc -Tech Science Press- 01/2013; 28(2).
61.Hu Wang, Songqing Shan, G Gary Wang, Guangyao Li: Integrating Least Square Support Vector Regression and Mode Pursuing Sampling Optimization for Crashworthiness Design. Journal of Mechanical Design 01/2013; 133(4)., DOI:10.1115/1.4003840]
62.Enying Li, Hu Wang, Guangyao Li: High dimensional model representation (HDMR) coupled intelligent sampling strategy for nonlinear problems. Computer Physics Communications 09/2012; 183(9):1947–1955., DOI:10.1016/j.cpc.2012.04.017
63.Hu Wang, Guangyao Li: Sheet forming optimization based on least square support vector regression and intelligent sampling approach. International Journal of Material Forming 04/2012; 3:9-12., DOI:10.1007/s12289-010-0694-3
64.Hu Wang, Guangyao Li: Min–Median–Max metamodel-based unconstrained nonlinear optimization problems. Structural and Multidisciplinary Optimization 03/2012; 45(3)., DOI:10.1007/s00158-011-0683-2
65.Yong Cai, Guangyao Li, Hu Wang, Gang Zheng, Sen Lin: Development of parallel explicit finite element sheet forming simulation system based on GPU architecture. Advances in Engineering Software 03/2012; 45(1):370-379., DOI:10.1016/j.advengsoft.2011.10.014
66.L. Tang, G. Li, H. Wang: Kriging-HDMR metamodeling technique for nonlinear problems. Lixue Xuebao/Chinese Journal of Theoretical and Applied Mechanics 07/2011; 43(4):780-784.
67.Hu Wang, Long Tang, G. Y. Li: Adaptive MLS-HDMR metamodeling techniques for high dimensional problems. Expert Systems with Applications 05/2011; 38(11):14117-14126., DOI:10.1016/j.eswa.2011.04.220
68.Hu Wang, Enying Li, · G Y Li, H Wang: Probability-based least square support vector regression metamodeling technique for crashworthiness optimization problems. Computational Mechanics 03/2011; 47(3):251-263., DOI:10.1007/s00466-010-0532-y
69.Hu Wang, Guangyao Li, Enying Li: A comparative study of boundary-based intelligent sampling approaches for nonlinear optimization. Applied Soft Computing 03/2011; 11(2-11):2227-2238., DOI:10.1016/j.asoc.2010.08.002
70.Guanxin Huang, Hu Wang, Gao Guoqiang, Li Guangyao: Modified Combined Approximations and the Application in Reanalysis of Vehicle Frame Stiffness. Journal of Mechanical Engineering 01/2011; 47(18):86., DOI:10.3901/JME.2011.18.086
71.Hu Wang, Guangyao Li: Reduction of Wrinkling and Crack of Sheet Forming Based on Least Square Support Vector Regression and Cross Validation Sampling Approach. Steel Research International 09/2010; 81(9):592-595.
72.Hu Wang, G.Y. Li, Enying Li: Time-based metamodeling technique for vehicle crashworthiness optimization. Computer Methods in Applied Mechanics and Engineering 08/2010; 199(37-40-199):2497-2509., DOI:10.1016/j.cma.2010.04.002
73.Hu Wang, Guangyao Li, Yong Cai: MPS‐based LS‐SVR Metamodeling Technique for Sheet Forming Optimization. 06/2010; 1252(1):1109-1117., DOI:10.1063/1.3457507
74.Wang Hu, Li Enying, Li Guang yao, Zheng Gang: Optimisation of sheet metal forming processes by the use of adaptive intelligent sampling scheme based metamodelling method. International Journal of Materials and Product Technology 02/2010; 38(2)., DOI:10.1504/IJMPT.2010.032097
75.Hu Wang, Enying Li, G. Y. Li: Development of hybrid fuzzy regression-based metamodeling technique for optimization of sheet metal forming problems. Materials and Design 09/2009; 30(8):2854-2866., DOI:10.1016/j.matdes.2009.01.015
76.Enying Li, Guangyao Li, Guilin Wen, Hu Wang: Hopf bifurcation of the third-order Hénon system based on an explicit criterion. Nonlinear Analysis 05/2009; 70(9):3227-3235., DOI:10.1016/j.na.2008.04.038
77.Hu Wang, Enying Li, Guang Yao Li: The least square support vector regression coupled with parallel sampling scheme metamodeling technique and application in sheet forming optimization. Materials and Design 05/2009; 30(5-30):1468-1479., DOI:10.1016/j.matdes.2008.08.014
78.Hu Wang, Enying Li, Guang Yao Li: Parallel boundary and best neighbor searching sampling algorithm for drawbead design optimization in sheet metal forming. Structural and Multidisciplinary Optimization 03/2009; 41(2):309-324., DOI:10.1007/s00158-009-0411-3
79.Wang Hu, Li Enying, Li Guang Yao: Optimization of drawbead design in sheet metal forming based on intelligent sampling by using response surface methodology. Journal of Materials Processing Technology 09/2008; 206(1-3-206):45-55., DOI:10.1016/j.jmatprotec.2007.12.002
80.Wang Hu, Li Enying, G.Y. Li, Z. H. Zhong: A metamodel optimization methodology based on multi-level fuzzy clustering space reduction strategy and its applications. Computers & Industrial Engineering 09/2008; 55(2-55):503-532., DOI:10.1016/j.cie.2008.01.011
81.Hu Wang, Enying Li, G.Y. Li, Z.H. Zhong: Development of metamodeling based optimization system for high nonlinear engineering problems. Advances in Engineering Software 08/2008; 39(8-39):629-645., DOI:10.1016/j.advengsoft.2007.10.001
82.Wang Hu, Li Guang Yao, Zhong Zhi Hua: Optimization of sheet metal forming processes by adaptive response surface based on intelligent sampling method. Journal of Materials Processing Technology 02/2008; 197(1-3-197):77-88., DOI:10.1016/j.jmatprotec.2007.06.018
83.Wang Hu, Li Enying, G. Y. Li, Z. H. Zhong: Optimization of sheet metal forming processes by the use of space mapping based metamodeling method. International Journal of Advanced Manufacturing Technology 11/2007; 39(7):642-655., DOI:10.1007/s00170-007-1253-z
84.Wang Hu, Li Guang Yao, Zhong Zhi Hua: Parallel point interpolation method for three-dimensional metal forming simulations. Engineering Analysis with Boundary Elements 04/2007; 31(4-31):326-342., DOI:10.1016/j.enganabound.2006.09.012
85.H. Wang, Guangyao Li, X. Han, Zhi Hua Zhong: Development of parallel 3D RKPM meshless bulk forming simulation system. Advances in Engineering Software 02/2007; 38(2):87-101., DOI:10.1016/j.advengsoft.2006.08.002
86.H. Wang, G. Li, Z. Zhong: Optimization on automatic mesh partition method in parallel finite element computation.

 Professional Activities
Editor of Heliyon
Reviewer of CMAME, CS, SMO, CM and more 20 Journals