Cheng Chen, Jing-Hua Xu, Shu-You Zhang (2026). Reducing idle trajectory for numerical controlled manufacturing of porous structures via neighborhood stratified heuristic. Comput. Aided Des..DOI
Haoyang Mao, Yiming Zhang, Weizheng Zhao, Fang Liu, Cheng-Lin Yang, Shu-You Zhang (2026). Source-free domain adaptation via robust pseudo-label optimization for cross-domain wind turbine bearing diagnosis. Measurement science and technology.DOI
Kang Wang, Xuan Liang, Jing-Hua Xu, Shu-You Zhang, Jianrong Tan (2026). Style-augmented large-scale vision model with domain-generalized knowledge fusion for anomaly detection in powder bed additive manufacturing. Information Fusion.DOI
Xuanting Lu, Xichao Su, Jikai Feng, Kang Zeng, Shuyou Zhang, Yiming Zhang, Yiming Zhang (2026). A framework for hallucination mitigation in domain-specialized large language models with application to aviation maintenance decision support. Information Processing & Management.DOI
Kang Wang, Jinjie Fang, Xiaojian Liu, Yangjian Ji, Shuyou Zhang, Jianrong Tan (2026). Morphology-aware bidirectional state-space model for power prediction in CNC milling. Journal of Cleaner Production.DOI
Teng Wang, Yang Wang, Yangjian Ji, Xiaojian Liu, Wei Zeng, Shuyou Zhang (2026). Progressive Cross-Model distillation with heterogeneous synergistic classifier for Few-Shot bearing fault diagnosis. Mechanical Systems and Signal Processing.DOI
Xiaojian Liu, Xinyu Lu, Huishu Jia, Wei Zeng, Wentian Li, Yangjian Ji, Guodong Yi, Kang Wang, Lemiao Qiu, Shuyou Zhang (2026). Physics-informed thermodynamical Hamiltonian hybrid modeling method for vibration prediction of electric spindles. Journal of Intelligent Manufacturing.DOI
Hao Lin, Zili Wang, Shuyou Zhang, Liangyou Li, Yongzhe Xiang, Caicheng Wang, Yue Zong, Jianrong Tan (2026). Analytical springback modelling of helical metal tubes in 6-axis free bending considering dynamic constitutive effects. International Journal of Solids and Structures.DOI
Kang Wang, Tong Liu, Xuan Liang, Peiqing Liu, Jikai Liu, Jinghua Xu, Shuyou Zhang, Jianrong Tan (2026). Classifier-free diffusion enforced by physical consistency for non-density-based generative design of 2D cross-flow heat exchanger. Results in Engineering.DOI
Caicheng Wang, Zili Wang, Shuyou Zhang, Yongzhe Xiang, Zheyi Li, Liangyou Li, Jianrong Tan (2026). Design for manufacturing: a manufacturability knowledge-integrated reinforcement learning framework for free-form pipe routing in aeroengines. Journal of Industrial Information Integration.DOI
Zheyi Li, Zili Wang, Shuyou Zhang, Yaochen Lin, Liangyou Li, Jianrong Tan, Chang Sun, Yi Tao (2026). Graph-based dual-attention model for multi-bend tube forming quality prediction with basis spline cross-sectional fitting. Engineering Applications of Artificial Intelligence.DOI
Chang Sun, Hong Huo, Zi Wang, Shuyou Zhang, Zheyi Li, Yongzhe Xiang, Jianrong Tan (2026). MET-Net: An equivalent-section mechanism-guided neural framework for explainable transfer learning in bilayer tube springback prediction under data scarcity and incomplete physical mechanisms. Journal of Manufacturing Systems.DOI
Jie Li, Zili Wang, Shuyou Zhang, Yaochen Lin, Liangyou Li, Jianrong Tan, Zheyi Li, Xinlei Hu (2026). SimTubeFormer: A spatio-temporal deep learning approach for full-field and full-process prediction in tube bending forming. Computers in Industry.DOI
K Wang, Zi Wang, Xiuju Song, Yiming Zhang, X D Liu, Jinghua Xu, Shuyou Zhang, Jianrong Tan (2026). Physical-wavelet contextualized learning for isomerous locus decoupling in additive manufacturing. Expert Systems with Applications.DOI
Wei Zeng, Guodong Yi, Yiming Zhang, Jian Gao, Teng Wang, Shuyou Zhang, Yangjian Ji, Jie Ding (2026). Physics-Informed symbolic regression for thermal error prediction of CNC Machine tools. Measurement.DOI
Xiaojian Liu, Shuwan Dai, Ao Jiao, Yang Wang, Yiming Zhang, Yicong Gao, Guodong Yi, Shuyou Zhang, Jianrong Tan (2026). A unified framework for rapid-reconstructive and parameterized geometric error modelling of five-axis machine tools with different configurations. The International Journal of Advanced Manufacturing Technology.DOI
Heng Li, Hua Liu, Liang Zhu, Xiangyu Zhao, Lemiao Qiu, Shuyou Zhang (2026). A Physics-Guided Dual-Stream Vibration Feature Fusion Network for Chatter-Induced Surface Mark Diagnosis in Wafer Thinning. Machines.DOI
Zhiwei Pan, Yang Hu, Joo-Ho Choi, Dingyang Zhang, Zheyuan Zhou, Shuyou Zhang, Yiming Zhang (2026). Temporal causal discovery-enhanced hierarchical monitoring for root cause diagnosis of aero-engine faults. Knowledge-Based Systems.DOI
Shuwan Dai, Linggang Zhao, Xiaojian Liu, Zili Wang, Yangjian Ji, Lemiao Qiu, Shuyou Zhang, Jianrong Tan (2026). A novel accuracy allocation method for machine tools: From geometric errors to manufacturing tolerances. Results in Engineering.DOI
Xiuju Song, Tianhong Jing, Yixiong Feng, Kang Wang, Dinglong Yang, Shuyou Zhang, Jianrong Tan, Zhongfan Liu (2026). AI for materials: leading a new era in materials development. 《中国科学通报:英文版》.DOI
Jinfa Zhang, Jian Gao, Jiaqi Luo, Diwang Ruan, Shuyou Zhang, Yiming Zhang (2026). Non-stationary active learning for structural state inverse prediction. Structural and Multidisciplinary Optimization.DOI
Hongqi Yu, X D Liu, Yue Wang, Shuyou Zhang, Jianzhong Fu, Yiming Zhang (2026). Micromechanical Modeling of Ball Screw Errors and Preload Parameter Optimization. Mechanisms and machine science.DOI
Yi Tao, Zili Wang, Shuyou Zhang, Jianrong Tan, Zheyi Li (2026). A Data-Driven Framework for Axis Prediction and Springback Compensation in Spatial Metal Tube Bending. Mechanisms and machine science.DOI
Ci He, Kozo Furuta, Kazuhiro Izui, Lemiao Qiu, Peng Zhang, Cheng Yu, Shuyou Zhang (2026). A DEA-PSO Framework for Tolerance Optimization Based on Multi-fidelity Co-Kriging Surrogate Model. Mechanisms and machine science.DOI
Langning Xing, Yangjian Ji, Yang Wang, X D Liu, Shuyou Zhang (2026). Machining Complexity Evaluation for Five-Axis CNC Machine Tools. Mechanisms and machine science.DOI
Teng Wang, Yangjian Ji, Yue Wang, X D Liu, Shuyou Zhang (2026). Application of 2DCNN-LSTM-Attention Model in Fault Diagnosis of Ball Screw Bearing. Mechanisms and machine science.DOI
Chen Jia, Ziyu Qin, X D Liu, Shuyou Zhang, Jianzhong Fu, Yiming Zhang (2026). Robust Topology Optimization of Cooling Water Jacket Considering Variable Loading Conditions. Mechanisms and machine science.DOI
Hanqi Yan, X D Liu, Yang Wang, Shuyou Zhang, Jianzhong Fu, Yiming Zhang (2026). Milling Tool Wear Monitoring Based on IMSTCA Model. Mechanisms and machine science.DOI
Yongzhe Xiang, Z L Wang, Shuyou Zhang, Zheyi Li, Xinlei Hu, Jianrong Tan (2026). Conceptual Design of a Novel Four-Axis Free-Bending Equipment with Smooth Processing Trajectories for Spatial Tube High-Precision Manufacturing. Mechanisms and machine science.DOI
Caicheng Wang, Zi Wang, Shuyou Zhang, Yongzhe Xiang, Zheyi Li, Jianrong Tan (2026). Smooth Free-Form Pipe Routing Design in Aero-Engines: A Quartic NURBS-Driven Deep Reinforcement Learning Approach. Mechanisms and machine science.DOI
刘晓健,焦傲,王阳,伊国栋,高翔宇,张筱晨,张益鸣,纪杨建,张树有,谭建荣(2025). 基于几何误差成本灵敏度和姿态偏差先行的五轴机床精度分配方法(英文). Journal of Zhejiang University-Science A.
Ming Gao, Jing-Hua Xu, Shu-You Zhang, Jianrong Tan (2025). Lossless compression and recovery of locally dense sparse photomasks for ultraviolet lithography. Advances in Manufacturing.DOI
Ming-Yu Gao, Jing-Hua Xu, Shu-You Zhang, Jian-Rong Tan (2025). Towards support-free design for prototype manufacturing based on fused filament fabrication via dexterous multi-axis linkage. The International Journal of Advanced Manufacturing Technology.DOI
Xiao-Jian Liu, Yi Kong, Hao Wu, Zi-Li Wang, Jing-Hua Xu, Le-Miao Qiu, Shu-You Zhang, Jian-Rong Tan (2025). High-fidelity morphology modelling with sparse point cloud of complex surface based on VMD feature extraction and predictive reconstruction. Surface Topography Metrology and Properties.DOI
Zheyuan Zhou, Jichun Wang, Zian Yu, Zi-Li Wang, Xiao-Jian Liu, Le-Miao Qiu, Shu-You Zhang (2025). FeatDAE: Introducing Features With Denoising Autoencoder for Anomaly Detection. IEEE Transactions on Instrumentation and Measurement.DOI
Huang Zhang, Zi-Li Wang, Shu-You Zhang, Le-Miao Qiu, Yang Wang, Feifan Xiang, Chalong Cheng, Jian-Rong Tan (2025). High-Speed Elevator Fault Generation and Diagnosis Method: A Scalable Model-Driven Approach With Variational-Mode-Decomposition Graph Convolution Network. IEEE Transactions on Instrumentation and Measurement.DOI
Teng Wang, Shu-You Zhang, Yang Wang, Yang-Jian Ji, Xiao-Jian Liu, Le-Miao Qiu, Wei Zeng (2025). AMHNet: a multidimensional-attention network for abnormal vibration identification of ball screw feed system via event cameras. Engineering Research Express.DOI
Zili Wang, Xinlei Hu, Shuyou Zhang, Lemiao Qiu, Yaochen Lin, Liangyou Li, Yongzhe Xiang, Jie Li (2025). Federated split learning-driven multimodal physical-virtual integration framework: high-fidelity full-cross-section deformation field reconstruction in precise metal tube bending manufacturing. Journal of Industrial Information Integration.DOI
Mingzhe Tao, Jiang Xu, Shuyou Zhang, Jianrong Tan (2025). Assembly precision distribution for industrial parallel robots based on multi-joint desensitization design. Frontiers of Mechanical Engineering.DOI
Jian Gao, Xiaojian Liu, Jinfa Zhang, Shuyou Zhang, Jianzhong Fu, Yiming Zhang (2025). Sample-efficient robust Bayesian optimization with Gaussian mixture model for spindle vibration suppression design. IET conference proceedings..DOI
Jia Chen, Ziyu Qin, Xiaojian Liu, Shuyou Zhang, Yiming Zhang, Yiming Zhang (2025). Robust multiscale topology optimization of 3D cooling channels with fractal lattices under thermal uncertainty. Thin-Walled Structures.DOI
Wei Zeng, Yiming Zhang, Guodong Yi, Shuyou Zhang, Zili Wang, Yangjian Ji, Hongchao Wang (2025). An Incremental Learning Framework for Industrial Time Series Prediction With Sample‐Importance‐Aware Replay and Performance‐Driven Iterative Ensemble. Concurrency and Computation Practice and Experience.DOI
Xiaojian Liu, Hanqi Yan, Lemiao Qiu, Yang Wang, Zili Wang, Yiming Zhang, Shuyou Zhang, Jianrong Tan (2025). Milling tool wear monitoring and forecasting with indirect multi-sensor information based on ResCNN and BiLSTM. Journal of Mechanical Science and Technology.DOI
Zian Yu, Wei Liang Zeng, Zhan Shi, Shuyou Zhang, Guodong Yi, Yiming Zhang (2025). A continuous learning framework for reliable defect segmentation with pixel-level uncertainty quantification. Structural and Multidisciplinary Optimization.DOI
Linxuan Wang, Jinghua Xu, Shuyou Zhang, Jianrong Tan, Shaomei Fei (2025). Solidification deformation prediction for additive manufacturing of thin-walled components based on multi-layer digital twins. The International Journal of Advanced Manufacturing Technology.DOI
Qian Jiang, Jinghua Xu, Shuyou Zhang, Xiaojian Liu, Kang Wang (2025). Variable Working Condition Fault Diagnosis Method for Rotating Machinery Based on Dual-Task Cognitive Cost Sensitivity. Big Data and Cognitive Computing.DOI
Xiaojian Liu, Guangzhi Shan, Lemiao Qiu, Yangjian Ji, Shuyou Zhang, Jianrong Tan (2025). A novel dual-chord error model to synchronously reduce nonlinear errors in one-step trajectory planning for five-axis machining. Journal of Manufacturing Processes.DOI
Lemiao Qiu, Changlong Cheng, Zixin Xiao, Zhiwei Pan, Huang Zhang, Feifan Xiang, Shuyou Zhang (2025). Missing requirements completion and rule mining optimisation for resilient design of customised products. Journal of Engineering Design.DOI
Mingyu Gao, Linxuan WANG, Jinghua Xu, Shuyou Zhang, Jianrong Tan (2025). Toward Zero-Support Design for Irregular Manifold Manufacturing with Composite Materials Based on Layered Adhesion Equalization. 3D Printing and Additive Manufacturing.DOI
Pei Li, Yiming Zhang, Jinfa Zhang, Shuyou Zhang (2025). Automatic Discovery of System Degradation Laws Using Reinforced Symbolic Learning.DOI
Jichun Wang, Guodong Yi, Shuyou Zhang, Yang Wang, Zili Wang, Xuewei Zhang, Zheyuan Zhou, Jinghua Xu (2025). Dense point-wise line voting for robust 6D Pose estimation in industrial bin-picking. The Visual Computer.DOI
Xiaojian Liu, Ao Jiao, Yang Wang, Guodong Yi, Xiangyu Gao, Xiaochen Zhang, Yiming Zhang, Yangjian Ji, Shuyou Zhang, Jianrong Tan (2025). Accuracy allocation method for five-axis machine tools based on geometric error cost sensitivity prioritizing tool direction deviation. Journal of Zhejiang University. Science A.DOI
Jinghua Xu, Deliang Ye, Shuyou Zhang, Kang Wang, Shenghao Chen (2025). Metallic surface defect detection via NWD-WIoU based on grayscale co-generation entropy gain. Applied Intelligence.DOI
Linxuan Wang, Jinghua Xu, Jiagen Fang, Chao Qian, Shuyou Zhang, Jianrong Tan, Shaomei Fei (2025). Inner surface smoothing for layered manufacturing of fluid-flowing channels based on generative support pattern. Proceedings of the Institution of Mechanical Engineers Part C Journal of Mechanical Engineering Science.DOI
Le Wang, Le Wang, Zili Wang, Shuyou Zhang, Jianrong Tan, Yaochen Lin, Yongzhe Xiang (2025). A physical-modulated framework for process optimization and shape inference of industrial metal tube. Engineering Applications of Artificial Intelligence.DOI
Ci He, Rong Lai, Jin Hu Sun, Kazuhiro Izui, Zili Wang, Xiaojian Liu, Shuyou Zhang (2025). Adaptive High-Precision 3D Reconstruction of Highly Reflective Mechanical Parts Based on Optimization of Exposure Time and Projection Intensity. Journal of Imaging.DOI
Caicheng Wang, Zili Wang, Shuyou Zhang, Yaochen Lin, Yongzhe Xiang, Le Wang, Jianrong Tan (2025). Cross-forming-process transfer enabled graph neural networks for accurate axial-forming prediction in metal tube bending. Applied Soft Computing.DOI
Xiaojian Liu, Junhao Liu, Yang Wang, Lemiao Qiu, Yiming Zhang, Shuyou Zhang (2025). Machining dexterity model-based comparison of kinematic chains for five-axis machine tools with different configurations. Proceedings of the Institution of Mechanical Engineers Part B Journal of Engineering Manufacture.DOI
Zheyi Li, Zili Wang, Shuyou Zhang, Jianrong Tan, Le Wang (2025). Springback active prediction-compensation framework: difficult-to-manufacturing metal tubes intelligent bending based on alert collaborative sand cat swarm algorithm. The International Journal of Advanced Manufacturing Technology.DOI
Kang Wang, Haoneng Lin, Naiyu Fang, Jinghua Xu, Shuyou Zhang, Jianrong Tan, Jing Qin, Xuan Ye Liang (2025). Cross-patch graph transformer enforced by contrastive information fusion for energy demand forecasting towards sustainable additive manufacturing. Journal of Industrial Information Integration.DOI
Zili Wang, Huang Zhang, Lemiao Qiu, Shuyou Zhang, Jin Qian, Feifan Xiang, Zhiwei Pan, Jianrong Tan (2025). Towards high-speed elevator fault diagnosis: A ParallelGraphNet driven multi-sensor optimization selection method. Mechanical Systems and Signal Processing.DOI
Mingyu Gao, Jinghua Xu, Kunqian Liu, Shuyou Zhang, Jianrong Tan (2025). Material and energy co-optimization for additive manufacturing of scale-up prototypes based on multiple layers prediction. Rapid Prototyping Journal.DOI
Zili Wang, Le Wang, Shuyou Zhang, Xiaojian Liu, Yongzhe Xiang, Yaochen Lin, Jianrong Tan (2025). Analytical springback modelling for thermal-mechanical bending of TA18 tube under non-isothermal loading. Applied Mathematical Modelling.DOI
Le Wang, Zili Wang, Shuyou Zhang, Jianrong Tan, Yaochen Lin, Yongzhe Xiang (2025). Multi-unit global-local registration for 3D bent tube based on implicit structural feature compatibility. Advanced Engineering Informatics.DOI
Yongzhe Xiang, Zili Wang, Shuyou Zhang, Lanfang Jiang, Yaochen Lin, Jianrong Tan (2024). Cross-sectional performance prediction of metal tubes bending with tangential variable boosting based on parameters-weight-adaptive CNN. Expert Systems With Applications, Vol. 237.DOI
Z. Tu, Jing-Hua Xu, Zhen-Yu Dong, Shu-You Zhang, Jian-Rong Tan (2024). Load-bearing optimization for customized exoskeleton design based on kinematic gait reconstruction. Medical and Biological Engineering and Computing.DOI
Tianlei Jin, Hongwei Zhu, Jiakai Zhu, Shi-Qiang Zhu, Zai-Xing He, Shu-You Zhang, Wei Song, J. Gu (2024). Whole-Body Inverse Kinematics and Operation-Oriented Motion Planning for Robot Mobile Manipulation. IEEE Transactions on Industrial Informatics.DOI
Lan-Fang Jiang, Yi-Chao Zhang, Wei Li, Shu-You Zhang, Heng Li, An Zhu (2024). Bending forming of lightweight large diameter thin-walled aluminum alloy aviation tube. Modern physics letters B.DOI
Zili Wang, Jie Li, Yujun Yuan, Shuyou Zhang, Weifei Hu, Jun Ma, Jianrong Tan (2024). Digital-twin-enabled online wrinkling monitoring of metal tube bending manufacturing: A multi-fidelity approach using forward-convolution-GAN. Applied Soft Computing.DOI
Pei Li, Joo-Ho Choi, Dingyang Zhang, Dingyang Zhang, Yiming Zhang, Shuyou Zhang, Yiming Zhang (2024). Reinforced symbolic learning with logical constraints for predicting turbine blade fatigue life. Aerospace Science and Technology.DOI
Linxuan Wang, Jinghua Xu, Shuyou Zhang, Jianrong Tan, Shaomei Fei, Xuezhi Shi, Jihong Pang, Sheng Luo (2024). Energy consumption forecasting for laser manufacturing of large artifacts based on fusionable transfer learning. Visual Computing for Industry Biomedicine and Art.DOI
Xiaojian Liu, Ning Han, Yang Wang, Shuyou Zhang, Jianrong Tan (2024). Influences of rotary axes on nonlinear error for five-axis machine tool with different configurations: Theoretical model, deduction and simulation. Journal of Manufacturing Processes.DOI
Zili Wang, Jie Li, Xiaojian Liu, Shuyou Zhang, Yaochen Lin, Jianrong Tan (2024). Diameter-adjustable mandrel for thin-wall tube bending and its domain knowledge-integrated optimization design framework. Engineering Applications of Artificial Intelligence.DOI
Zheyuan Zhou, Le Wang, Naiyu Fang, Zili Wang, Lemiao Qiu, Shuyou Zhang (2024). R3D-AD: Reconstruction via Diffusion for 3D Anomaly Detection. Lecture notes in computer science.DOI
Jinghua Xu, Linxuan Wang, Mingyu Gao, Jia Chen, Qian‐Yong Chen, Kang Wang, Shuyou Zhang, Jianrong Tan, Shaomei Fei (2024). Deformation Evolution and Perceptual Prediction for Additive Manufacturing of Lightweight Composite Driven by Hybrid Digital Twins. Chinese Journal of Mechanical Engineering.DOI
Lemiao Qiu, Huang Zhang, Gaopeng Yang, Changlong Cheng, Zili Wang, Cheng Yu, Shuyou Zhang (2024). Fault domain separation networks: A cross-domain diagnostic method for variable operating conditions in the elevator guidance system. Journal of Vibration and Control.DOI
Yiming Zhang, Jia Chen, Xiaojian Liu, Jinghua Xu, Bingkun Guo, Yang Wang, Shuyou Zhang (2024). Enhancing topology optimization with adaptive deep learning. Computers & Structures.DOI
Yuchen Gu, Zili Wang, Shuyou Zhang, Jianrong Tan, Mengyu Fu, Dantao Wang (2024). A honeycomb-inspired tubular metamaterial structure for enhanced mechanical performance in pipe-in-pipe. Mechanics of Advanced Materials and Structures.DOI
Jinghua Xu, Linxuan Wang, Zhengxin Tu, Kang Wang, Shuyou Zhang, Jianrong Tan (2024). Support Equilibrium Design for Laser Additive Manufacturing of Lightweight Component Based on Geometric Deformation Minimization. 3D Printing and Additive Manufacturing.DOI
Jie Li, Zili Wang, Shuyou Zhang, Jingjing Ji, Yongzhe Xiang, Dantao Wang, Jianrong Tan (2024). Digital-Twin virtual model real-time construction via spatio-temporal cascade reconstruction for full-field plastic deformation monitoring in metal tube bending manufacturing. Robotics and Computer-Integrated Manufacturing.DOI
Huang Zhang, Zili Wang, Shuyou Zhang, Lemiao Qiu, Yang Wang, Feifan Xiang, Zhiwei Pan, Linhao Zhu, Jianrong Tan (2024). Digital-Triplet: a new three entities digital-twin paradigm for equipment fault diagnosis. Journal of Intelligent Manufacturing.DOI
Mingzhe Tao, Jinghua Xu, Shuyou Zhang, Jianrong Tan (2024). Robustness multi-objective optimization for parallel robot based on subregional meta-heuristic iteration. Journal of Intelligent Manufacturing and Special Equipment.DOI
Yongzhe Xiang, Zili Wang, Shuyou Zhang, Yaochen Lin, Jie Li, Jianrong Tan (2024). A three-directional stress-strain model-based physics-embedded prediction framework for metal tube full-bent cross-sectional characteristics. Computers in Industry.DOI
Xiaojian Liu, Hanqi Yang, Xing Li, Yang Wang, Lemiao Qiu, Shuyou Zhang (2024). Energy Efficiency Evaluation of Five-axis Machine Tools with Different Configurations based on Workspace Stiffness and Machining Energy Consumption. 2022 IEEE 18th International Conference on Automation Science and Engineering (CASE).DOI
Mingyu Gao, Jinghua Xu, Shuyou Zhang, Jianrong Tan (2024). Lossless compression for laser additive manufacturing using continuous rows compressed storage. Journal of Intelligent Manufacturing and Special Equipment.DOI
Mengyu Fu, Zili Wang, Shuyou Zhang, Yuchen Gu, Jianrong Tan (2024). Enhanced energy absorption of a novel skeletal-united tubular metamaterial exhibiting negative Poisson’s ratio. Materials Today Communications.DOI
Xiangyu Gao, Shuyou Zhang, Lemiao Qiu, Changlong Cheng, Yan Wang, Peng Zhang (2024). Affordance-based performance scale-up associated with structural parameters for product design. Journal of Physics Conference Series.DOI
Dingyang Zhang, Yiming Zhang, Shuyou Zhang (2024). Life-Cycle Maintenance Scheduling of Aviation Engines with Kernel Reinforcement Learning.DOI
Wei Liang Zeng, Guodong Yi, Shuyou Zhang, Zili Wang (2024). Multi-objective optimization method of injection molding process parameters based on hierarchical sampling and comprehensive entropy weights. The International Journal of Advanced Manufacturing Technology.DOI
Xiaojian Liu, Hanqi Yang, Yang Wang, Lemiao Qiu, Shuyou Zhang, Jianrong Tan (2024). A workpiece setup optimization method for 5-axis machining with motion coherence and stiffness enhancement. Precision Engineering.DOI
Hongshuai Guo, Shuyou Zhang, Nan Zhang, Xiaojian Liu, Guodong Yi (2024). Multi-orientation adaptive slice and path generation based on support constraint and relationship matrix. Robotic Intelligence and Automation.DOI
Mingzhe Tao, Jinghua Xu, Shuyou Zhang, Jianrong Tan, Jingxuan Xu (2024). Precision Sensitivity Optimization for Parallel Robotic System Based on Multi-Source Preventive Maintenance. International Journal of Reliability Quality and Safety Engineering.DOI
Heng Li, Lemiao Qiu, Zili Wang, Shuyou Zhang, Jianrong Tan, Linhao Zhu (2024). A horizontal vibration prediction method of high-speed elevator based on transferred-digital twin model. Proceedings of the Institution of Mechanical Engineers Part C Journal of Mechanical Engineering Science.DOI
Yiming Zhang, Chen Jia, Hongyi Zhang, Naiyu Fang, Shuyou Zhang, Namho Kim (2024). Improving data-efficiency of deep generative model for fast design synthesis. Journal of Mechanical Science and Technology.DOI
Zian Yu, Yiming Zhang, Shuyou Zhang, Guodong Yi, Lemiao Qiu (2024). Semi-supervised auxiliary learning for surface defect detection and segmentation of injection-molded products from small image datasets. The International Journal of Advanced Manufacturing Technology.DOI
Zili Wang, Yongzhe Xiang, Shuyou Zhang, Xiaojian Liu, Jun Ma, Jianrong Tan, Le Wang (2024). Physics-informed springback prediction of 3D aircraft tubes with six-axis free-bending manufacturing. Aerospace Science and Technology.DOI
Kang Wang, Jinghua Xu, Shuyou Zhang, Jianrong Tan (2024). Energy management system for biological 3D printing based on manifold model morphing and semi-supervised machine learning. Journal of Cleaner Production.DOI
Jichun Wang, Guifang Duan, Yang Wang, Guodong Yi, Liangyu Dong, Zili Wang, Xuewei Zhang, Shuyou Zhang (2024). Cross-domain fusion and embedded refinement-based 6D object pose tracking on textureless objects. Journal of Intelligent Manufacturing.DOI
Naiyu Fang, Lemiao Qiu, Shuyou Zhang, Zili Wang, Zheyuan Zhou, Kerui Hu (2024). GSDC Transformer: An Efficient and Effective Cue Fusion for Monocular Multi-Frame Depth Estimation. IEEE Robotics and Automation Letters.DOI
Ke Li, Shuyou Zhang, Yiming Zhang, Wenchen Yuan, Genlin Mo (2024). A transformation method evaluate for near singular boundary integrals in the structural analysis of thin structure. Engineering Analysis with Boundary Elements.DOI
Changlong Cheng, Shuyou Zhang, Zili Wang, Lemiao Qiu, Li Tu, Linhao Zhu, Rongqing Yao (2024). Surrogate-model-based dynamic-sensing optimization method for high-speed elevator car horizontal vibration reduction. Proceedings of the Institution of Mechanical Engineers Part C Journal of Mechanical Engineering Science.DOI
Feifan Xiang, Zili Wang, Lemiao Qiu, Shuyou Zhang, Linhao Zhu, Huang Zhang, Jianrong Tan (2024). An innovative approach to vibration signal denoising and fault diagnosis using attention-enriched joint learning. Journal of Vibration and Control.DOI
Bingkun Guo, Xiaojian Liu, Yiming Zhang, Yan Wang, Shuyou Zhang (2024). High-dimensional Bayesian Design Optimization Over Mixed Variables. Mechanisms and machine science.DOI
Dingyang Zhang, Yiming Zhang, Shuyou Zhang (2024). Multi-agent Deep Q-Learning for Maintenance Scheduling of Engineering System with Large-Scale State Space. Mechanisms and machine science.DOI
Feifan Xiang, Yiming Zhang, Shuyou Zhang (2024). The Dual-Encoder Transformer for Prediction of Aero-Engine Remaining Useful Life with Uncertainty Quantification. Mechanisms and machine science.DOI
Xuewei Zhang, Yang Wang, Guodong Yi, Lemiao Qiu, Shuyou Zhang (2024). Integrated Assembly and Disassembly Sequence Planning for Multifunctional Complex Products. Mechanisms and machine science.DOI
Zhiwei Pan, Yi-Ming Zhang, Xiaojian Liu, Yang Wang, Shuyou Zhang (2024). Probabilistic Diagnosis of Aviation Engine with Invertible Neural Network. Mechanisms and machine science.DOI
Zili Wang, Yuchen Gu, Shuyou Zhang, Xiaojian Liu, Yaochen Lin, Jianrong Tan (2023). A transferred hybrid surrogate model integrating Gaussian membership virtual sample generation for small sample prediction: Applications in metal tube bending. Engineering Applications of Artificial Intelligence.DOI
Kerui Hu, Lemiao Qiu, Shuyou Zhang, Zili Wang, Naiyu Fang (2023). ICCP: A heuristic process planning method for personalized product configuration design. Applied Intelligence.DOI
Kang Wang, Naiyu Fang, Zhihao Huang, Jinghua Xu, Shuyou Zhang, Jing Qin (2023). A physics-informed knowledge distillation model with spatial–temporal attention for energy consumption pre-assessment in sustainable additive manufacturing. Sustainable Energy Technologies and Assessments.DOI
Zili Wang, Yujun Yuan, Shuyou Zhang, Yaochen Lin, Jianrong Tan (2023). A multi-state fusion informer integrating transfer learning for metal tube bending early wrinkling prediction. Applied Soft Computing.DOI
Xiaojian Liu, Jiarun Xu, Yang Wang, Lemiao Qiu, Shuyou Zhang, Jianrong Tan, Zhaolei He (2023). A systematic spatial-variably volumetric error model and machining optimization method based on continuous moving support variation of machine tool. The International Journal of Advanced Manufacturing Technology.DOI
Kang Wang, Yingkui Zhang, Youyi Song, Jinghua Xu, Shuyou Zhang, Jianrong Tan (2023). Deep Pattern Matching for Energy Consumption Prediction of Complex Structures in Ecological Additive Manufacturing. IEEE Transactions on Industrial Informatics.DOI
Jie Li, Zili Wang, Shuyou Zhang, Yaochen Lin, Lanfang Jiang, Jianrong Tan (2023). Task incremental learning-driven Digital-Twin predictive modeling for customized metal forming product manufacturing process. Robotics and Computer-Integrated Manufacturing.DOI
Zili Wang, Taotao Zhou, Shuyou Zhang, Chang Sun, Jie Li, Jianrong Tan (2023). Bo-LSTM based cross-sectional profile sequence progressive prediction method for metal tube rotate draw bending. Advanced Engineering Informatics.DOI
Jinghua Xu, Linxuan Wang, Mingyu Gao, Jiangtao Zhan, Shuyou Zhang, Jianrong Tan, Shaomei Fei (2023). Heuristic evaluation for progressive additive manufacturing of industrial bending tubes based on reconfigurable transfer learning. Progress in Additive Manufacturing.DOI
Jinghua Xu, Linxuan Wang, Shuyou Zhang, Jianrong Tan (2023). In situ monitoring for numerical controlled manufacturing of large conceptual prototype based on multi-view stitching fusion. The International Journal of Advanced Manufacturing Technology.DOI
Jinghua Xu, Yinji Huang, Qian‐Yong Chen, Xiayu Zhu, Shuyou Zhang, Jianrong Tan, Gaohe Qiu (2023). Electrical endurance design of multi-operation isolators using semi-physical simulation via algebraic multigrid iteration. Electrical Engineering.DOI
Kang Wang, Jinghua Xu, Shuyou Zhang, Jianrong Tan (2023). Economically evaluating energy efficiency performance in fused filament fabrication using a multi-scale hierarchical transformer. The International Journal of Advanced Manufacturing Technology.DOI
Jinghua Xu, Linxuan Wang, Shuyou Zhang, Jianrong Tan (2023). Predictive defect detection for prototype additive manufacturing based on multi-layer susceptibility discrimination. Advances in Manufacturing.DOI
Hongsheng Sheng, Jinghua Xu, Shuyou Zhang, Jianrong Tan, Kang Wang (2023). Build orientation determination of multi-feature mechanical parts in selective laser melting via multi-objective decision making. Frontiers of Mechanical Engineering.DOI
Caicheng Wang, Zili Wang, Shuyou Zhang, Xiaojian Liu, Jianrong Tan (2023). Reinforced quantum-behaved particle swarm-optimized neural network for cross-sectional distortion prediction of novel variable-diameter-die-formed metal bent tubes. Journal of Computational Design and Engineering.DOI
Caicheng Wang, Caicheng Wang, Zili Wang, Shuyou Zhang, Jianrong Tan (2023). Adam-assisted quantum particle swarm optimization guided by length of potential well for numerical function optimization. Swarm and Evolutionary Computation.DOI
Yiming Zhang, Dingyang Zhang, Xiaoge Zhang, Lemiao Qiu, Felix T.S. Chan, Zili Wang, Shuyou Zhang (2023). Guided probabilistic reinforcement learning for sampling-efficient maintenance scheduling of multi-component system. Applied Mathematical Modelling.DOI
Jinghua Xu, Kunqian Liu, Linxuan Wang, Hongshuai Guo, Jiangtao Zhan, Xiaojian Liu, Shuyou Zhang, Jianrong Tan (2023). Robustness optimization for rapid prototyping of functional artifacts based on visualized computing digital twins. Visual Computing for Industry Biomedicine and Art.DOI
Kang Wang, Jinghua Xu, Shuyou Zhang, Jianrong Tan, Jing Qin (2023). Towards low-budget energy efficiency design in additive manufacturing based on variational scale-aware transformer. Journal of Cleaner Production.DOI
Jie Li, Zili Wang, Shuyou Zhang, Yaochen Lin, Le Wang, Chang Sun, Jianrong Tan (2023). A novelty mandrel supported thin-wall tube bending cross-section quality analysis: a diameter-adjustable multi-point contact mandrel. The International Journal of Advanced Manufacturing Technology.DOI
Jinghua Xu, Mingyu Gao, Xueqing Feng, Zhengxin Tu, Shuyou Zhang, Jianrong Tan, Li Tu, Rongqing Yao (2023). Dexterity distribution design for attitude adjustment of multi-joint robotics based on singularity-free workspace decomposition. Mechanics Based Design of Structures and Machines.DOI
Hongshuai Guo, Jinghua Xu, Shuyou Zhang, Yiming Zhang, Jianrong Tan (2023). Multi-orientation optimization of complex parts based on model segmentation in additive manufacturing. Journal of Mechanical Science and Technology.DOI
Dingyang Zhang, Zili Wang, Shuyou Zhang, Jie Li, Yiming Zhang, Jianrong Tan (2023). Bending Process Parameters Optimization of the 316L Tube with Small R/D Ratio: A Physical Prior Knowledge Based Bayesian Optimization Approach. Mechanisms and machine science.DOI
Jinghua Xu, Hongsheng Sheng, Jiangtao Zhan, Shuyou Zhang, Jianrong Tan (2022). Assembly-free design for additive manufacturing of articulated components based on layered precision assignment. International Journal Of Computer Integrated Manufacturing, Vol. 350, No. 9.DOI
Lemiao Qiu, Huifang Zhou, Zili Wang, Yiming Zhang, Shuyou Zhang, Longwu Pan (2022). Customized product design information feedback technology based on tentative design chain reconstruction. Journal of Mechanical Science and Technology.DOI
Hongsheng Sheng, Jinghua Xu, Shuyou Zhang, Jianrong Tan (2022). Build orientation optimization for extrusion-based additive manufacturing coupling with adaptive slicing. The International Journal of Advanced Manufacturing Technology.DOI
Lanfang Jiang, Yaochen Lin, Heng Li, Shuyou Zhang, Yixiong Feng, Yaqun Wang, Min Sun (2022). A new mandrel design with mandrel ball thickness variation for the bending process of aviation ultra-thin-walled tubes. The International Journal of Advanced Manufacturing Technology.DOI
Kang Wang, Youyi Song, Hongsheng Sheng, Jinghua Xu, Shuyou Zhang, Jing Qin (2022). Energy efficiency design for eco-friendly additive manufacturing based on multimodal attention fusion. Journal of Manufacturing Processes.DOI
Kang Wang, Youyi Song, Zhihao Huang, Yibo Sun, Jinghua Xu, Shuyou Zhang (2022). Additive manufacturing energy consumption measurement and prediction in fabricating lattice structure based on recallable multimodal fusion network. Measurement.DOI
Jing-Hua Xu, Ming-Yu Gao, Tiantian Wang, Qian-Yong Chen, Shu-You Zhang, Jian-Rong Tan (2021). Exergy efficiency design for multi-stream plate-fin heat exchangers based on entropy generation assessment. International Journal of Exergy.DOI
Jinghua Xu, Zhengxin Tu, Jing‐Xuan Xu, Shuyou Zhang, Jianrong Tan (2021). Biomechanical Strengthening Design for Limb Articulation Based on Reconstructed Skeleton Kinesthetics. Journal of Medical and Biological Engineering.DOI
张树有,顾叶,伊国栋,王自立(2020). 知识推送系统中一种基于多分类径向基神经网络的知识匹配方法(英文). ENGINEERING Information Technology & Electronic Engineering.
Shuyou Zhang, Ye Gu, Guodong Yi, Zili Wang (2020). A knowledge matching approach based on multi-classification radial basis function neural network for knowledge push system. Frontiers of Information Technology & Electronic Engineering.DOI
Shuyou Zhang, Ye Gu, Xiaojian Liu, Jianrong Tan (2018). A knowledge push technology based on applicable probability matching and multidimensional context driving. Frontiers of Information Technology & Electronic Engineering.DOI
Sheng Luo, Jinghua Xu, Shuyou Zhang (2017). Decompose image into meaningful regions based on contour detector and watershed algorithm. Journal of Intelligent & Fuzzy Systems.DOI
Shu-You Zhang, Jing-Hua Xu, Ci He (2016). Precisionallocating design among hierarchy kinematic chains for machine tools usinguncertainty evolutionary optimization.
Sheng Luo, Hongming Zhou, Jinghua Xu, Shuyou Zhang (2016). Matching images based on consistency graph and region adjacency graphs. Signal Image and Video Processing.DOI
Kun Bai, Jingjing Ji, Kok-Meng Lee, Shuyou Zhang (2012). A two-mode six-DOF motion system based on a ball-joint-like spherical motor for haptic applications. Computers & Mathematics with Applications.DOI
Shuyou Zhang (2012). Cost estimation technology for product modules based on structure transplantation.
Shuyou Zhang (2011). Adjustable relevance search in Web-based parts library.
Shuyou Zhang (2011). Parameters coupling network for obtaining product configuration requirements and its application. Journal of Zhejiang University(Engineering Science).
Shuyou Zhang (2011). Feedback decoupling design of fuzzy configuration of complex equipment. Journal of Zhejiang University(Engineering Science).
Shuyou Zhang (2011). Multi-variable coupling technology based on the integration of structural variation and simulation analysis.
Bin Shi Ren, Shuyou Zhang, Zhan Gao, Lai Jian-liang (2010). The Development of an Integrated Platform for Configuration Design. International Conference on Intelligent System Design and Engineering Application (ISDEA).DOI
Jing Chen, Shuyou Zhang, Zhan Gao, Li-xin Yang (2010). Feature-based initial population generation for the optimization of job shop problems. Frontiers of Information Technology & Electronic Engineering.DOI
Shuyou Zhang (2010). Top-Hat Transform Sequence Analysis and Application in Automatic Detection of Products Defects.
Shuyou Zhang (2010). Process reuse of product variation design based on associating and backtracking. Journal of Zhejiang University(Engineering Science).
Shuyou Zhang (2010). Collaborative supply chain model based on feedback and disturbance control.
Shuyou Zhang (2010). Semantic-web-based product modeling and configuration searching method. Journal of Zhejiang University(Engineering Science).
Shuyou Zhang (2010). Multi-scale coupling method of product fuzzy configuration and structural variant design. Journal of Zhejiang University(Engineering Science).
Shuyou Zhang (2009). Product disassembly sequence planning based on particle swarm optimization algorithm.
Shuyou Zhang (2009). Acquisition and Active Navigation of Knowledge Particles throughout Product Variation Design Process. Chinese Journal of Mechanical Engineering.DOI
Shuyou Zhang (2009). Product regenerative design based on tentative design chain.
Shuyou Zhang (2009). 3D Shape and Structure Retrieval Method of Mechanical Parts Based on Recursive Segmentation.
Shuyou Zhang (2009). Shape retrieval method of 3D models based on shape distribution graph and BP neural network. Journal of Zhejiang University(Engineering Science).
Shuyou Zhang, Pi-Xuan Zhou, Jin-Lian Deng, Li Tu (2006). Optimal control and design of flexible manipulators based on H∞ controller [PDF Not Yet Available In IEEE Xplore]. International Conference on Machine Learning and Cybernetics.DOI
贾月明,张树有(2005). 基于模糊匹配的平面连杆机构反求设计研究. 《机械》.
彭欢,谭建荣,张树有(2005). 基于矩阵表达的工程图纸表信息提取方法研究. 《机械》.
张荣,张树有(2005). 面向大批量定制的产品配置优化技术研究. 《机械》.
Shuyou Zhang (2005). Study on reverse design of planar linkage based on fuzzy match. Modern Machinery.
Shuyou Zhang (2005). Research on extraction form information from engineering drawings based on matrix expression. Modern Machinery.
Chenyi Wang, Zili Wang, Yanru Chen, Shuyou Zhang, Yun Fang, Jianrong Tan, Sijing Chen (2026). From Semantic Intent to Adaptive Geometric Priors: A Large Language Model-Driven Search Framework for Interactive Pipe Routing. SSRN Electronic Journal.DOI
Lanfang Jiang, Wujie Yuan, Heng Li, Xunzhong Guo, Zili Wang, Shuyou Zhang, Yaochen Lin, Hao Pan (2024). Effects of Asymmetric Thickness Mandrel on NC RDB Forming Quality of Ultra-Thin-Walled Tube. Research Square.DOI
Linxuan WANG, Jinghua Xu, Shuyou Zhang, Jianrong Tan, Shaomei Fei (2024). Thermal deformation prediction for additive manufacturing of thin-walled components based on multi-layer transfer learning. Research Square.DOI
Kang Wang, Jinghua Xu, Shuyou Zhang, Jianrong Tan (2023). Vibration-suppressed toolpath generation for kinematic and energy performance optimization in large dimension additive manufacturing. arXiv (Cornell University).DOI
Zili Wang, Caicheng Wang, Shuyou Zhang, Lemiao Qiu, Yaochen Lin, Jianrong Tan, Chang Sun (2023). Towards High-Accuracy Axial Springback: Mesh-Based Simulation of Metal Tube Bending Via Geometry/Process-Informed Graph Neural Networks. SSRN Electronic Journal.DOI
Jing Chen, Ying Song, Guodong Yi, Shuyou Zhang, Wanghui Bu (2022). Repairing of Missing Data in Scheduling Based on Generative Adversarial Network. Research Square.DOI
书籍章节
Caicheng Wang, Zili Wang, Shuyou Zhang, Yaochen Lin, Jianrong Tan (2025). Graph Neural Network-Enabled High-Fidelity Simulation for Stress Distribution in Metal Forming Process. Advances in transdisciplinary engineering.DOI