Zhenyu Liu

发表

An assembly precision analysis method based on a general part digital twin model

Jianrong Tan, Wang Ke, Liu Daxin, 2021, Robotics Comput. Integr. Manuf..

A new stochastic isogeometric analysis method based on reduced basis vectors for engineering structures with random field uncertainties

Jianrong Tan, Zhenyu Liu, Minglong Yang, 2021 .

Distributed Attack Modeling Approach Based on Process Mining and Graph Segmentation

Zhenyu Liu, Yuzhong Chen, Yulin Liu, 2020, Entropy.

Multiple-scale uncertainty optimization design of hybrid composite structures based on neural network and genetic algorithm

Xiang Peng, Zhenyu Liu, Jiquan Li, 2020 .

A Unified Framework for Processing Exact and Approximate Top-k Set Similarity Join

Yingyuan Xiao, Hongya Wang, Zhenyu Liu, 2020, APWeb/WAIM.

A real-time and precise ellipse detector via edge screening and aggregation

Jianrong Tan, Guifang Duan, Xia Liu, 2020, Machine Vision and Applications.

Novel Performance-Oriented Tolerance Design Method Based on Locally Inferred Sensitivity Analysis and Improved Polynomial Chaos Expansion

Xiang Peng, Jianrong Tan, Zhenyu Liu, 2021 .

A robust error control coding-based watermarking algorithm for FPGA IP protection

Dafang Zhang, Zhenyu Liu, Xin Su, 2020, Int. J. Embed. Syst..

Feature-Weighting and Clustering Random Forest

Wei Sun, Tao Wen, Zhenyu Liu, 2020, Int. J. Comput. Intell. Syst..

TruingDet: Towards high-quality visual automatic defect inspection for mental surface

Guifang Duan, Jianrong Tan, Ruining Tang, 2021 .

On stability and convergence of suboptimal estimation for systems over lossy networks without acknowledgement

Shi Liang, Xiang Peng, Jianrong Tan, 2020 .

Robust optimization of engineering structures involving hybrid probabilistic and interval uncertainties

Di Wu, Wei Gao, Lu Wei, 2020, Structural and Multidisciplinary Optimization.

Disassembly sequence planning using a fast and effective precedence-based disassembly subset-generation method

Jianrong Tan, Jin Cheng, Nan Zhang, 2020 .

Stochastic isogeometric analysis for the linear stability assessment of plate structures using a Kriging enhanced Neural Network

Di Wu, Jianrong Tan, Zhenyu Liu, 2020 .

Application of immune algorithm in molecular docking

Zhenyu Liu, Ling Kang, Ming-hua Chen, 2014, SPAC.

Adaptive Disassembly Sequence Planning for VR Maintenance Training via Deep Reinforcement Learning

Chan Qiu, Zhenyu Liu, Haoyang Mao, 2021 .

Look Before You Leap: Safe Model-Based Reinforcement Learning with Human Intervention

Jianrong Tan, Guifang Duan, Zhenyu Liu, 2021, CoRL.

Meta-model based stochastic isogeometric analysis of composite plates

Di Wu, Jianrong Tan, Jin Cheng, 2021 .

Accurate on-line support vector regression incorporated with compensated prior knowledge

Jianrong Tan, Guifang Duan, Chan Qiu, 2021, Neural Computing and Applications.

Three-dimensional tolerance analysis of discrete surface structures based on the torsor cluster model

Jianrong Tan, Chan Qiu, Zhenyu Liu, 2021, Assembly Automation.

Multiscale Adversarial and Weighted Gradient Domain Adaptive Network for Data Scarcity Surface Defect Detection

Jianrong Tan, Guifang Duan, Zhenyu Liu, 2021, IEEE Transactions on Instrumentation and Measurement.

A Novel Imbalanced Data Classification Method Based on Weakly Supervised Learning for Fault Diagnosis

Jianrong Tan, Zhenyu Liu, Weiqiang Jia, 2021, IEEE Transactions on Industrial Informatics.

SinGAN-Based Asteroid Surface Image Generation

Jeng-Shyang Pan, Jianrong Tan, Zhenyu Liu, 2021, J. Database Manag..

Digital twin: a state-of-the-art review of its enabling technologies, applications and challenges

Jianrong Tan, Weifei Hu, Zhenyu Liu, 2021, Journal of Intelligent Manufacturing and Special Equipment.

A multi-head neural network with unsymmetrical constraints for remaining useful life prediction

Jianrong Tan, Zhenyu Liu, Weiqiang Jia, 2021, Adv. Eng. Informatics.

Unified Reliability Measure Method Considering Uncertainties of Input Variables and Their Distribution Parameters

Jianrong Tan, Xiang Peng, Chan Qiu, 2021 .

A quasi-Monte Carlo statistical three-dimensional tolerance analysis method of products based on edge sampling

Jianrong Tan, Chan Qiu, Zhenyu Liu, 2021 .

Precise hand-eye calibration method based on spatial distance and epipolar constraints

Jianrong Tan, Guifang Duan, Zhenyu Liu, 2021, Robotics Auton. Syst..

Path Enhanced Bidirectional Graph Attention Network for Quality Prediction in Multistage Manufacturing Process

Jianrong Tan, Zhenyu Liu, Weiqiang Jia, 2022, IEEE Transactions on Industrial Informatics.

A Novel Region-Division-Based Tolerance Design Method for a Large Number of Discrete Elements Distributed on a Large Surface

Jianrong Tan, Zhenyu Liu, Chan Qiu, 2019, Journal of Mechanical Design.

Toward a Digital Twin: Time Series Prediction Based on a Hybrid Ensemble Empirical Mode Decomposition and BO-LSTM Neural Networks

Ming Yang, Zhenyu Liu, Jianrong Tan, 2021 .

Evaluation of accuracy and efficiency of some simulation and sampling methods in structural reliability analysis

Christopher D. Eamon, Zhenyu Liu, Michel D Thompson, 2005 .

Realistic Geometry Based Feature Modeling of Complex Part and Its Application in Assembly Quality Analysis

Jianrong Tan, Guifang Duan, Chan Qiu, 2015, J. Comput. Inf. Sci. Eng..

Compartmental modeling and solving of large-scale distillation columns under variable operating conditions

Jianrong Tan, Xiang Peng, Zhenyu Liu, 2012 .

Direct optimization of uncertain structures based on degree of interval constraint violation

Jianrong Tan, Jin Cheng, Zhenyu Liu, 2016 .

Physics-Based and Control-Oriented Modeling of Diffusion-Induced Stress in Li-Ion Batteries

Xianke Lin, Andrej Ivanco, Zhenyu Liu, 2018 .

Nonparametric uncertainty representation method with different insufficient data from two sources

Xiang Peng, Chan Qiu, Zhenyu Liu, 2018, Structural and Multidisciplinary Optimization.

Passage arrangement design for multi-stream plate-fin heat exchanger under multiple operating conditions

Jianrong Tan, Xiang Peng, Chan Qiu, 2014 .

Hybrid dimension based modeling of part surface topography and identification of its characteristic parameters

Jianrong Tan, Chan Qiu, Zhenyu Liu, 2012 .

Non-Probabilistic Robust Equilibrium Optimization of Complex Uncertain Structures

Zhenyu Liu, Jianrong Tan, Jin Cheng, 2020, Journal of Mechanical Design.

Quantification for the importance degree of engineering characteristics with a multi-level hierarchical structure in QFD

Jianrong Tan, Zhiyun Lin, Chan Qiu, 2016 .

Direct reliability-based design optimization of uncertain structures with interval parameters

Jianrong Tan, Jin Cheng, Zhenyu Liu, 2016 .

Robust optimization of uncertain structures based on normalized violation degree of interval constraint

Jianrong Tan, Jin Cheng, Zhenyu Liu, 2017 .

Uncertainty analysis of composite laminated plate with data-driven polynomial chaos expansion method under insufficient input data of uncertain parameters

Jianrong Tan, Xiang Peng, Zhenyu Liu, 2019, Composite Structures.

Precise pose and radius estimation of circular target based on binocular vision

Jianrong Tan, Guifang Duan, Zhenyu Liu, 2019, Measurement Science and Technology.

Complex CAD surface shape design using semantic features

Jianrong Tan, Bing Yi, Guifang Duan, 2014 .

Effect of inlet flow maldistribution on the passage arrangement design of multi-stream plate-fin heat exchanger

Jianrong Tan, Xiang Peng, Chan Qiu, 2016 .