P. Jiang

发表

A Web services and process-view combined approach for process management of collaborative product development

Liang Gao, Peigen Li, Xinyu Shao, 2009, Comput. Ind..

A global support vector regression based on sorted K-fold method

Ping Jiang, Qi Zhou, Leshi Shu, 2017, 2017 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM).

Multi-objective optimization of weld geometry in hybrid fiber laser-arc butt welding using Kriging model and NSGA-II

X. Shao, P. Jiang, Qi Zhou, 2016 .

Optimization of laser welding process parameters of stainless steel 316L using FEM, Kriging and NSGA-II

Chao-Chao Wang, Xinyu Shao, Ping Jiang, 2016, Adv. Eng. Softw..

Differing Mapping using Ensemble of Metamodels forGlobal Variable-fidelity Metamodeling

X. Shao, P. Jiang, Qi Zhou, 2015 .

Collaborative execution mechanisms for the TCPN-enhanced process-view approach based inter-enterprises workflow

Liang Gao, Peigen Li, Ping Jiang, 2009, 2009 13th International Conference on Computer Supported Cooperative Work in Design.

A variable fidelity information fusion method based on radial basis function

Xinyu Shao, Ping Jiang, Li Wan, 2017, Adv. Eng. Informatics.

Planar-cellular-dendritic transformation in the fusion zone of a GH909 superalloy weldment

P. Jiang, Chunming Wang, Zhengwu Zhu, 2020 .

Correlation of high power laser welding parameters with real weld geometry and microstructure

Ping Jiang, Sang Liu, Gaoyang Mi, 2017 .

A lower confidence bounding approach based on the coefficient of variation for expensive global design optimization

Tao Yu, X. Shao, P. Jiang, 2019, Engineering Computations.

Fine Grains Reduce Cracking Susceptibility During Solidification: Insights from Phase-Field Simulations

X. Shao, P. Jiang, Chunming Wang, 2019, JOM.

Effects of back-diffusion on solidification cracking susceptibility of Al-Mg alloys during welding: A phase-field study

X. Shao, P. Jiang, Chunming Wang, 2018, Acta Materialia.

Parameters optimization of hybrid fiber laser-arc butt welding on 316L stainless steel using Kriging model and GA

Xinyu Shao, Qi Zhou, Ping Jiang, 2016 .

Welded joints integrity analysis and optimization for fiber laser welding of dissimilar materials

X. Shao, Peigen Li, P. Jiang, 2016 .

An on-line Kriging metamodel assisted robust optimization approach under interval uncertainty

X. Shao, P. Jiang, Qi Zhou, 2017 .

A multi-objective robust optimization approach based on Gaussian process model

Feng Zhang, Qi Zhou, Ping Jiang, 2017 .

A novel sequential exploration-exploitation sampling strategy for global metamodeling

Xinyu Shao, Leshi Shu, Qi Zhou, 2015 .

Effect of static magnetic field on microstructures and mechanical properties of laser-MIG hybrid welding for 304 stainless steel

X. Shao, P. Jiang, Chunming Wang, 2017 .

Research on microstructures and properties of Inconel 625 coatings obtained by laser cladding with wire

X. Shao, P. Jiang, Chunming Wang, 2017 .

Experimental and numerical analysis of molten pool and keyhole profile during high-power deep-penetration laser welding

P. Jiang, Chunming Wang, Gaoyang Mi, 2018, International Journal of Heat and Mass Transfer.

Influence of axial magnetic field on shape and microstructure of stainless steel laser welding joint

P. Jiang, Chunming Wang, Longchao Cao, 2017 .

A three-dimensional numerical simulation model for weld characteristics analysis in fiber laser keyhole welding

X. Shao, Peigen Li, P. Jiang, 2017 .

An optimization method for defects reduction in fiber laser keyhole welding

X. Shao, Peigen Li, P. Jiang, 2015 .

Improvement of low-temperature impact toughness for 304 weld joint produced by laser-MIG hybrid welding under magnetic field

X. Shao, P. Jiang, Chunming Wang, 2017 .

Numerical and experimental investigation of vacuum-assisted laser welding for DP590 galvanized steel lap joint without prescribed gap

P. Jiang, Chunming Wang, Gaoyang Mi, 2018 .

Process modeling and parameter optimization using radial basis function neural network and genetic algorithm for laser welding of dissimilar materials

Yang Liu, Peigen Li, Xinyu Shao, 2015 .

Multi-physics simulation of dendritic growth in magnetic field assisted solidification

X. Shao, P. Jiang, Qi Zhou, 2019 .

Optimization of processing parameters of AISI 316L laser welding influenced by external magnetic field combining RBFNN and GA

P. Jiang, Qi Zhou, Zhongmei Gao, 2017 .

Simulation and Modeling of Shielding Gas on the Welding Defects in the Fiber Laser Keyhole Welding

P. Jiang, Gaoyang Mi, Wei Liu, 2017 .

Equipment and Machine Learning in Welding Monitoring: A Short Review

Yang Yang, Qi Zhou, Ping Jiang, 2019, ICMRE'19.

A sequential sampling strategy for Kriging metamodel based on Delaunay triangulation and TOPSIS

Yahui Zhang, Leshi Shu, Qi Zhou, 2016 .

Analysis of crack tip transformation zone in austenitic stainless steel laser-MIG hybrid welded joint

X. Shao, P. Jiang, Chunming Wang, 2017 .

In situ Weak Magnetic-Assisted Thermal Stress Field Reduction Effect in Laser Welding

X. Shao, P. Jiang, Chunming Wang, 2017, Metallurgical and Materials Transactions A.

Advanced Multi-Objective Robust Optimization Under Interval Uncertainty Using Kriging Model and Support Vector Machine

Yahui Zhang, Hua Wei, Leshi Shu, 2018, J. Comput. Inf. Sci. Eng..

A surrogate model-assisted robustness-oriented tolerance design method based on ‘reverse model’

P. Jiang, Leshi Shu, Yang Yang, 2022, Journal of Engineering Design.

A Gene Expression Programming Based Kriging Method for Metamodel Construction

Liang Gao, Xinyu Shao, Ping Jiang, 2011 .

A Multi-Objective Robust Optimization Approach Under Interval Uncertainty Based on Kriging and Support Vector Machine

Yang Yang, Leshi Shu, Ping Jiang, 2018, DAC 2018.

Variable fidelity metamodel-based analytical target cascading method for green design

X. Shao, P. Jiang, H. Qiu, 2013, The International Journal of Advanced Manufacturing Technology.

Analytical Target Cascading Based on the Quadratic Exterior Penalty Method for Complex System Design

P. Jiang, Junjie Zheng, X. Zhang, 2012 .

Optimization of welding process parameters by combining Kriging surrogate with particle swarm optimization algorithm

X. Shao, P. Jiang, Qi Zhou, 2016, The International Journal of Advanced Manufacturing Technology.

Numerical analysis of hybrid plasma in fiber laser-arc welding

X. Shao, P. Jiang, Zhongmei Gao, 2018, Journal of Physics D: Applied Physics.

An online variable-fidelity optimization approach for multi-objective design optimization

P. Jiang, Qi Zhou, Leshi Shu, 2019, Structural and Multidisciplinary Optimization.

A robust optimization approach based on multi-fidelity metamodel

X. Shao, Seung-Kyum Choi, P. Jiang, 2017, Structural and Multidisciplinary Optimization.

Analysis of gene expression programming for approximation in engineering design

X. Shao, M. Xiao, P. Jiang, 2012, Structural and Multidisciplinary Optimization.

Effect of magnetic field applied during laser-arc hybrid welding in improving the pitting resistance of the welded zone in austenitic stainless steel

X. Shao, P. Jiang, Chunming Wang, 2017 .

Morphologies, microstructures, and mechanical properties of samples produced using laser metal deposition with 316 L stainless steel wire

X. Shao, P. Jiang, Chunming Wang, 2017 .

Sampling Approaches

X. Shao, P. Jiang, Qi Zhou, 2019, Surrogate Model-Based Engineering Design and Optimization.

Effect of axial magnetic field in the laser beam welding of stainless steel to aluminum alloy

X. Shao, P. Jiang, Zhongmei Gao, 2016 .

New insight into laser butt welded nonporous SiCp/2A14Al joint: Interfaces, precipitation phase and mechanical properties

Xiong Zhang, P. Jiang, Chunming Wang, 2021 .

Morphologies, microstructures and properties of TiC particle reinforced Inconel 625 coatings obtained by laser cladding with wire

X. Shao, P. Jiang, Chunming Wang, 2018 .

Research on interfacial layer of laser-welded aluminum to titanium

P. Jiang, Rong Chen, 2019, Materials Characterization.

Effect of magnetic field on crystallographic orientation for stainless steel 316L laser-MIG hybrid welds and its strengthening mechanism on fatigue resistance

X. Shao, P. Jiang, Chunming Wang, 2018, International Journal of Fatigue.

Enhancement of fatigue resistance for 316L welds produced by magnetic field assisted laser-MIG hybrid welding

X. Shao, P. Jiang, Chunming Wang, 2018 .

Three-dimensional transient thermoelectric currents in deep penetration laser welding of austenite stainless steel

X. Shao, P. Jiang, Chunming Wang, 2017 .

Study on droplet transfer and weld quality in laser-MIG hybrid welding of 316L stainless steel

X. Shao, P. Jiang, Qi Zhou, 2017 .

A defect-responsive optimization method for the fiber laser butt welding of dissimilar materials

Peigen Li, Xinyu Shao, Liu Wei, 2016 .

Variable-fidelity probability of improvement method for efficient global optimization of expensive black-box problems

Leshi Shu, Qi Zhou, Ping Jiang, 2020, Structural and Multidisciplinary Optimization.

A Sequential Sampling Strategy for Multiresponse Radial Basis Function

Yahui Zhang, Qi Zhou, Ping Jiang, 2016, 2016 9th International Symposium on Computational Intelligence and Design (ISCID).

A bi-fidelity Bayesian optimization method for multi-objective optimization with a novel acquisition function

P. Jiang, Leshi Shu, Qi Zhou, 2023, Structural and Multidisciplinary Optimization.

A multi-fidelity Bayesian optimization approach based on the expected further improvement

Yan Wang, Leshi Shu, Ping Jiang, 2020, Structural and Multidisciplinary Optimization.

Multi-fidelity surrogate model-assisted fatigue analysis of welded joints

Ping Jiang, Seung-Kyum Choi, Tingli Xie, 2020, Structural and Multidisciplinary Optimization.

A space mapping method based on Gaussian process model for variable fidelity metamodeling

Xinyu Shao, Ping Jiang, Qi Zhou, 2018, Simul. Model. Pract. Theory.

An adaptive sampling method for variable-fidelity surrogate models using improved hierarchical kriging

Xinyu Shao, Qi Zhou, Ping Jiang, 2018 .

A multi-fidelity surrogate modeling approach for incorporating multiple non-hierarchical low-fidelity data

Seung-Kyum Choi, P. Jiang, Qi Zhou, 2022, Adv. Eng. Informatics.

Surrogate-Model-Based Design and Optimization

Xinyu Shao, Qi Zhou, Ping Jiang, 2019, Surrogate Model-Based Engineering Design and Optimization.

Comparative studies of error metrics in variable fidelity model uncertainty quantification

Yahui Zhang, Xinyu Shao, Yang Yang, 2018, Journal of Engineering Design.

Variable fidelity metamodel-based analytical target cascading method for green design

Liang Gao, Xinyu Shao, Ping Jiang, 2016 .

An active learning variable-fidelity metamodelling approach based on ensemble of metamodels and objective-oriented sequential sampling

Hui Zhou, Xinyu Shao, Leshi Shu, 2016 .

A prior-knowledge input LSSVR metamodeling method with tuning based on cellular particle swarm optimization for engineering design

Liang Gao, Xinyu Shao, Jun Zheng, 2014, Expert Syst. Appl..

A New Multi-Objective Bayesian Optimization Formulation With the Acquisition Function for Convergence and Diversity

Yan Wang, Xinyu Shao, Leshi Shu, 2020 .

Multi-fidelity Surrogate Models

Xinyu Shao, Qi Zhou, Ping Jiang, 2019, Surrogate Model-Based Engineering Design and Optimization.

An Improved Hierarchical Kriging for Variable-Fidelity Surrogate Modeling

Ping Jiang, Qi Zhou, Tingli Xie, 2016, 2016 International Conference on Cybernetics, Robotics and Control (CRC).

Variable-Fidelity Lower Confidence Bounding Approach for Engineering Optimization Problems with Expensive Simulations

Qi Zhou, Leshi Shu, Ping Jiang, 2019 .

Metamodel-based design optimization employing a novel sequential sampling strategy

Yahui Zhang, Xinyu Shao, Ping Jiang, 2017 .

A variable-fidelity modeling method based on self-organizing maps spatial reduction

Ping Jiang, Leshi Shu, Qi Zhou, 2016, 2016 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM).

An active learning metamodeling approach by sequentially exploiting difference information from variable-fidelity models

Chao-Chao Wang, Xinyu Shao, Ping Jiang, 2016, Adv. Eng. Informatics.

An adaptive global variable fidelity metamodeling strategy using a support vector regression based scaling function

Hui Zhou, Xinyu Shao, Ping Jiang, 2015, Simul. Model. Pract. Theory.

Collaborative Optimization Using Hybrid Simulated Annealing Optimization and Sequential Quadratic Programming

Hui Zhou, Qi Zhou, Zhimin Chen, 2015 .

A deterministic robust optimisation method under interval uncertainty based on the reverse model

Hui Zhou, Xinyu Shao, Lin Zhang, 2015 .

Sequential optimisation and reliability assessment for multidisciplinary design optimisation under hybrid uncertainty of randomness and fuzziness

Xinyu Shao, Ying Li, Ping Jiang, 2013 .

Multi-Objective Parameter Optimization of Fiber Laser Welding Considering Energy Consumption and Bead Geometry

Yelin Deng, Chaoyong Zhang, P. Jiang, 2022, IEEE Transactions on Automation Science and Engineering.

Optimization of laser brazing onto galvanized steel based on ensemble of metamodels

Xinyu Shao, Ping Jiang, Qi Zhou, 2018, J. Intell. Manuf..

A multi-fidelity information fusion metamodeling assisted laser beam welding process parameter optimization approach

Chao-Chao Wang, Yang Yang, Xinyu Shao, 2017, Adv. Eng. Softw..

Optimization of Process Parameters of Hybrid Laser–Arc Welding onto 316L Using Ensemble of Metamodels

Xinyu Shao, Qi Zhou, Ping Jiang, 2016, Metallurgical and Materials Transactions B.

Multi-objective process parameters optimization of hot-wire laser welding using ensemble of metamodels and NSGA-II

Yang Yang, Ping Jiang, Longchao Cao, 2018, Robotics and Computer-Integrated Manufacturing.

Multi-objective process parameters optimization of Laser-magnetic hybrid welding combining Kriging and NSGA-II

Qi Zhou, Ping Jiang, Yang Yang, 2018 .

Optimization of welding process parameters by combining Kriging surrogate with particle swarm optimization algorithm

Xinyu Shao, Qi Zhou, Youmin Rong, 2016 .

Multi-physics multi-scale simulation of the solidification process in the molten pool during laser welding of aluminum alloys

P. Jiang, Gaoyang Mi, S. Geng, 2020 .

Numerical Simulation of Residual Stress for Laser Welding of Ti-6Al-4V Alloy Considering Solid-State Phase Transformation

P. Jiang, Chunming Wang, Gaoyang Mi, 2019, Journal of Materials Engineering and Performance.

Identification of nucleation mechanism in laser welds of aluminum alloy

X. Shao, P. Jiang, Chunming Wang, 2019, Applied Physics A.

Effect of external applied magnetic field on microstructures and mechanical properties of laser welding joint of medium-Mn nanostructured steel

R. Chen, P. Jiang, J. Luan, 2020 .

Application of sensing techniques and artificial intelligence-based methods to laser welding real-time monitoring: A critical review of recent literature

Qi Zhou, Ping Jiang, Wang Cai, 2020 .

A multi-objective robust optimization approach for engineering design under interval uncertainty

Xinyu Shao, Leshi Shu, Qi Zhou, 2018 .

Analysis of gene expression programming for approximation in engineering design

Liang Gao, Li Nie, Xinyu Shao, 2012 .

Novel Approach for Selecting Low-Fidelity Scale Factor in Multifidelity Metamodeling

Qi Zhou, Leshi Shu, Xueguan Song, 2019 .

An online variable-fidelity optimization approach for multi-objective design optimization

Leshi Shu, Ping Jiang, Tingli Xie, 2019, Structural and Multidisciplinary Optimization.

An on-line variable fidelity metamodel assisted Multi-objective Genetic Algorithm for engineering design optimization

Xinyu Shao, Ping Jiang, Leshi Shu, 2018, Appl. Soft Comput..

A robust optimization approach based on multi-fidelity metamodel

Yan Wang, Xinyu Shao, Leshi Shu, 2018 .

A sequential multi-fidelity metamodeling approach for data regression

Yan Wang, Xinyu Shao, Ping Jiang, 2017, Knowl. Based Syst..

An active learning radial basis function modeling method based on self-organization maps for simulation-based design problems

Yan Wang, Xinyu Shao, Ping Jiang, 2017, Knowl. Based Syst..

Optimization of laser brazing onto galvanized steel based on ensemble of metamodels

P. Jiang, Qi Zhou, Zhongmei Gao, 2016, Journal of Intelligent Manufacturing.

An Improved Bi-Level Integrated System Collaborative Optimization method for multidisciplinary design optimization

Hui Zhou, Xinyu Shao, Ping Jiang, 2014, Proceedings of 2014 International Conference on Modelling, Identification & Control.

A generalised collaborative optimisation method and its combination with kriging metamodels for engineering design

Liang Gao, Xinyu Shao, Ping Jiang, 2012 .

A modified BLISCO method and its combination with variable fidelity metamodel for engineering design

Ren Long, Hui Zhou, Xinyu Shao, 2016 .

A fitness approximation and on-line variable-fidelity metamodel based multi-objective genetic algorithm

Ping Jiang, Qi Zhou, Leshi Shu, 2017, 2017 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM).

Surrogate Model-Based Engineering Design and Optimization

Xinyu Shao, Qi Zhou, Ping Jiang, 2019 .

Investigation of the humping formation in the high power and high speed laser welding

P. Jiang, Chunming Wang, Gaoyang Mi, 2018, Optics and Lasers in Engineering.

Difference mapping method using least square support vector regression for variable-fidelity metamodelling

Liang Gao, Xinyu Shao, Ping Jiang, 2015 .

A hybrid variable-fidelity global approximation modelling method combining tuned radial basis function base and kriging correction

Liang Gao, Xinyu Shao, Jun Zheng, 2013 .

A multi-fidelity surrogate modeling method based on variance-weighted sum for the fusion of multiple non-hierarchical low-fidelity data

P. Jiang, Qi Zhou, Jiexiang Hu, 2021, Structural and Multidisciplinary Optimization.

Cellular automaton modeling for dendritic growth during laser beam welding solidification process

P. Jiang, Longchao Cao, Wei Liu, 2018, Journal of Laser Applications.

An Improved Co-Kriging Multi-fidelity Surrogate Modeling Method for Non-nested Sampling Data

Yang Yang, Qi Zhou, Ping Jiang, 2019, International Journal of Mechanical Engineering and Robotics Research.

Multi-scale simulation of grain/sub-grain structure evolution during solidification in laser welding of aluminum alloys

P. Jiang, Gaoyang Mi, S. Geng, 2020 .

Study on droplet transfer and weld quality in laser-MIG hybrid welding of 316L stainless steel

P. Jiang, Qi Zhou, Zhongmei Gao, 2016, The International Journal of Advanced Manufacturing Technology.

Spatial distribution of laser energy and its influence on the stability of extreme narrow keyholes during ultra-high power laser welding

X. Shao, P. Jiang, Leshi Shu, 2022, Science China Technological Sciences.

The influence of heat input on microstructure and mechanical properties for dissimilar welding of galvanized steel to 6061 aluminum alloy in a zero-gap lap joint configuration

Xinyu Shao, Ping Jiang, Youmin Rong, 2017 .

Comparison of solidification cracking susceptibility between Al-Mg and Al-Cu alloys during welding: A phase-field study

X. Shao, P. Jiang, Chunming Wang, 2018, Scripta Materialia.

Heat transfer and fluid flow and their effects on the solidification microstructure in full-penetration laser welding of aluminum sheet

X. Shao, P. Jiang, S. Geng, 2020, Journal of Materials Science & Technology.

Verification Methods for Surrogate Models

Xinyu Shao, Qi Zhou, Ping Jiang, 2019, Surrogate Model-Based Engineering Design and Optimization.

Parameters optimization and objective trend analysis for fiber laser keyhole welding based on Taguchi-FEA

Wei Liu, Yang Liu, Ping Jiang, 2017 .

Sub-microsecond vapor plume dynamics under different keyhole penetration regimes in deep penetration laser welding

X. Shao, P. Jiang, Chunming Wang, 2017 .

Investigation on the weld bead profile transformation with the keyhole and molten pool dynamic behavior simulation in high power laser welding

Wei Liu, P. Jiang, Zhongmei Gao, 2018 .

A Co-kriging Multi-fidelity Surrogate Model Assisted Robust Optimization Approach

Qi Zhou, Ping Jiang, Tingli Xie, 2019, International Journal of Modeling and Optimization.

Characterization of Si–Cu–C–Al quaternary interface of SiC/2A14 joint via counterintuitive laser butt welding

Xiong Zhang, P. Jiang, Chunming Wang, 2021, Vacuum.

Microstructure and performance of hybrid laser-arc welded 40 mm thick 316 L steel plates

X. Shao, Xiong Zhang, P. Jiang, 2018, Journal of Materials Processing Technology.

Multi-objective optimization of weld geometry in hybrid fiber laser-arc butt welding using Kriging model and NSGA-II

P. Jiang, Qi Zhou, Zhongmei Gao, 2016, Applied Physics A.

Process modeling and parameter optimization using radial basis function neural network and genetic algorithm for laser welding of dissimilar materials

Peigen Li, P. Jiang, Yuewei Ai, 2015, Applied Physics A.

An optimization method for defects reduction in fiber laser keyhole welding

Peigen Li, P. Jiang, Chunming Wang, 2015, Applied Physics A.

Laser Welding Process Parameters Optimization Using Variable-Fidelity Metamodel and NSGA-II

Ping Jiang, Leshi Shu, Qi Zhou, 2017 .

The prediction of the whole weld in fiber laser keyhole welding based on numerical simulation

Wei Liu, Peigen Li, Xinyu Shao, 2017 .

Model Validation Methods for Multiple Correlated Responses via Covariance-Overlap Based Distance

Qi Zhou, Ping Jiang, Seung-Kyum Choi, 2020, Journal of Mechanical Design.

The Interaction between Grains during Columnar-to-Equiaxed Transition in Laser Welding: A Phase-Field Study

P. Jiang, Chunming Wang, L. Xiong, 2020, Metals.

A process-view approach for cross-organizational workflows management

Liang Gao, Peigen Li, Xinyu Shao, 2010, Adv. Eng. Informatics.

Interoperability of Cross-organizational Workflows based on Process-view for Collaborative Product Development

Peigen Li, Xinyu Shao, Ping Jiang, 2008, Concurr. Eng. Res. Appl..

Real-time monitoring of laser keyhole welding penetration state based on deep belief network

P. Jiang, Leshi Shu, S. Geng, 2021, Journal of Manufacturing Processes.

A Web services based distributed multidisciplinary design optimization framework to ship design

Xinyu Shao, Ping Jiang, Ling Kuang, 2011, Proceedings of the 2011 15th International Conference on Computer Supported Cooperative Work in Design (CSCWD).

A parallel constrained lower confidence bounding approach for computationally expensive constrained optimization problems

Leshi Shu, Qi Zhou, Ping Jiang, 2021, Appl. Soft Comput..

A multi-objective robust optimization approach based on Gaussian process model

P. Jiang, Qi Zhou, Xiang Huang, 2017, Structural and Multidisciplinary Optimization.

Metamodel Assisted Robust Optimization under Interval Uncertainly Based on Reverse Model

Hui Zhou, Qi Zhou, Zhimin Chen, 2015 .

An adaptive sampling strategy for Kriging metamodel based on Delaunay triangulation and TOPSIS

Xinyu Shao, Ping Jiang, Leshi Shu, 2018, Applied Intelligence.