岳小伟｜清华大学｜学者主页

2026

Reinforcement learning for fuselage shape control during aircraft assembly

Tim Lutz, Yinan Wang, Xiaowei Yue, Jaime Camelio

Iise Transactions，Vol. 580, No. 10

DOI

2026

Advancing additive manufacturing through deep learning: A comprehensive review of current progress and future challenges

Amirul Islam Saimon, Emmanuel Yangue, Xiaowei Yue, Zhenyu (James) Kong, Chenang Liu

Iise Transactions，Vol. 580, No. 10

DOI

2026

An LLM-enabled knowledge graph framework for fault diagnosis in battery manufacturing equipment

Zhanglin Peng, Yingying Wu, Xiaowei Yue, Yu Kang, Xiaonong Lu, Jiawen Xu, Shanlin Yang

Journal of Intelligent Manufacturing

DOI

2026

A mechanism-aided transformer may transform in-flight aviation safety

Ji Song, Fusheng Hou, X Z Wang, Xiaowei Yue

PNAS Nexus

DOI

2026

Multioutput Extreme Spatial Model for Complex Aircraft Production Systems

Cheolhei Lee, Xing Wang, Xiaowei Yue, Jianguo Wu

Manufacturing & Service Operations Management

DOI

2025

Latent functional Gaussian process incorporating output spatial correlations

Ziyu Liu, Yongxiang Li, Xiaowei Yue, Ershun Pan

Iise Transactions，Vol. 570, No. 120

DOI

2025

High dimensional data decomposition for anomaly detection of textured images

Ji Song, Xing Wang, Jianguo Wu, Xiaowei Yue

Iise Transactions

DOI

2025

SmartFixture: Physics-guided reinforcement learning for automatic fixture layout design in manufacturing systems

Yinan Wang, Tim Lutz, Xiaowei Yue, Juan Du

Iise Transactions，Vol. 570, No. 110

DOI

2025

An unsupervised embedding method based on streaming videos for process monitoring in repetitive production systems

Yifan Li, Zhi-hai Zhang, Xiaowei Yue, Li Zheng

Iise Transactions，Vol. 570, No. 60

DOI

2025

Spatiotemporal predictions of toxic urban plumes using deep learning

Yinan Wang, M. Giselle Fernandez-Godino, Nipun Gunawardena, Donald D. Lucas, Xiaowei Yue

Pnas Nexus，Vol. 4, No. 6

DOI

2025

人工智能驱动的质量管理：发展前沿与实践案例

岳小伟

《中国市场监管研究》

2025

Self-Supervised Production Anomaly Detection and Progress Prediction Based on High-Streaming Videos

Yifan Li, Zhihai Zhang, Jiaqi Xu, Xiaowei Yue, Li Zheng

IEEE Transactions on Automation Science and Engineering

DOI

2025

Reconceptualizing Active Learning: A Refined Framework for Methods, Frontiers, and Applications

Jinglei Chen, Yibo Ai, Xiaowei Yue

2022 IEEE 18th International Conference on Automation Science and Engineering (CASE)

DOI

2025

High accuracy measurement path planning of robot optical measurement system for free-form surfaces based on convex optimization

Wenzheng Zhao, Jiawei Zhang, Yinhua Liu, Xiuli Geng, Zhenqinq Ji, Xiaowei Yue

Measurement

DOI

2025

R^2-HGP: A Double-Regularized Gaussian Process for Heterogeneous Transfer Learning

Duo Wang, Xinming Wang, Chao Wang, Xiaowei Yue, Jian-Guo Wu

arXiv.org

DOI

2024

Sequential Latin hypercube design for two-layer computer simulators

Yan Wang, Dianpeng Wang, Xiaowei Yue

Journal Of Quality Technology，Vol. 560, No. 10

DOI

2024

Stress-Aware Optimal Placement of Actuators for High Precision Quality Management in Composite Aircraft Assembly

Areej AlBahar, Inyoung Kim, Oliver Tim Lutz, Xing Wang, Xiaowei Yue

IEEE Transactions on Automation Science and Engineering

DOI

2024

Nonstationary and Sparsely-Correlated Multioutput Gaussian Process with Spike-and-Slab Prior

Xinming Wang, Yongxiang Li, Xiaowei Yue, Jianguo Wu

INFORMS Journal on Data Science

DOI

2024

A Two-Stage Trajectory Planning Method for Online Robotic Quality Measurement

Yanzheng Li, Yinhua Liu, Yinan Wang, Xiaowei Yue

IEEE Sensors Journal

DOI

2023

SPAC: Sparse sensor placement-based adaptive control for high precision fuselage assembly

Shancong Mou, Michael Biehler, Xiaowei Yue, Jeffrey H. Hunt, Jianjun Shi

Iise Transactions，Vol. 550, No. 110

DOI

2023

FIPvarchical modeling of microstructural images for porosity prediction in metal additive manufacturing via two-point correlation function

Yuanyuan Gao, Xinming Wang, Junbo Son, Xiaowei Yue, Jianguo Wu

Iise Transactions，Vol. 550, No. 90

DOI

2023

WOOD: Wasserstein-Based Out-of-Distribution Detection

Yinan Wang, Wenbo Sun, Jionghua Judy Jin, Zhenyu Kong, Xiaowei Yue

IEEE Transactions on Pattern Analysis and Machine Intelligence

DOI

2023

Distributed spot welding task allocation and sequential planning for multi-station multi-robot coordinate assembly processes

Wenzheng Zhao, Yinhua Liu, Yinan Wang, Xiaowei Yue

The International Journal of Advanced Manufacturing Technology

DOI

2023

Physics-Constrained Bayesian Optimization for Optimal Actuators Placement in Composite Structures Assembly

Areej AlBahar, Inyoung Kim, Xing Wang, Xiaowei Yue

IEEE Transactions on Automation Science and Engineering

DOI

2022

Tensor decomposition to compress convolutional layers in deep learning

Yinan Wang, Weihong Grace Guo, Xiaowei Yue

Iise Transactions，Vol. 540, No. 50

DOI

2022

NP-ODE: Neural process aided ordinary differential equations for uncertainty quantification of finite element analysis

Yinan Wang, Kaiwen Wang, Wenjun Cai, Xiaowei Yue

Iise Transactions，Vol. 540, No. 30

DOI

2022

A Deep Branched Network for Failure Mode Diagnostics and Remaining Useful Life Prediction

Zhuguo Li, Yongxiang Li, Xiaowei Yue, E. Zio, Jianguo Wu

IEEE Transactions on Instrumentation and Measurement

DOI

2022

Stress-Aware Optimal Placement of Actuators for Ultra-High Precision Quality Control of Composite Structures Assembly

Areej AlBahar, Inyoung Kim, Tim Lutz, Xiaowei Yue

2022 IEEE 18th International Conference on Automation Science and Engineering (CASE)

DOI

2021

Optimal Integration of Supervised Tensor Decomposition and Ensemble Learning for In Situ Quality Evaluation in Friction Stir Blind Riveting

Zhe Gao, Weihong Guo, Xiaowei Yue

IEEE Transactions on Automation Science and Engineering

DOI

2021

Failure-Averse Active Learning for Physics-Constrained Systems

Cheolhei Lee, Xing Wang, Jianguo Wu, Xiaowei Yue

IEEE Transactions on Automation Science and Engineering

DOI

2021

A Robust Asymmetric Kernel Function for Bayesian Optimization, With Application to Image Defect Detection in Manufacturing Systems

Areej AlBahar, Inyoung Kim, Xiaowei Yue

IEEE Transactions on Automation Science and Engineering

DOI

2021

Partitioned Active Learning for Heterogeneous Systems

Cheolhei Lee, Kaiwen Wang, Jianguo Wu, Wenjun Cai, Xiaowei Yue

Journal of Computing and Information Science in Engineering

DOI

2021

Task allocation and coordinated motion planning for autonomous multi-robot optical inspection systems

Yin-Hua Liu, Wenzheng Zhao, Tim Lutz, Xiaowei Yue

Journal of Intelligent Manufacturing

DOI

2021

Nested Bayesian Optimization for Computer Experiments

Yan Wang, M. Wang, Areej AlBahar, Xiaowei Yue

IEEE/ASME transactions on mechatronics

DOI

2020

Optimal path planning for automated dimensional inspection of free-form surfaces

Yinhua Liu, Wenzheng Zhao, Rui Sun, Xiaowei Yue

Journal Of Manufacturing Systems，Vol. 560

DOI

2020

Active Learning for Gaussian Process Considering Uncertainties With Application to Shape Control of Composite Fuselage

Xiaowei Yue, Yuchen Wen, J. Hunt, Jianjun Shi

IEEE Transactions on Automation Science and Engineering

DOI

2020

A Shape-Constrained Neural Data Fusion Network for Health Index Construction and Residual Life Prediction

Zhuguo Li, Jianguo Wu, Xiaowei Yue

IEEE Transactions on Neural Networks and Learning Systems

DOI

2020

Gaussian Processes with Input Location Error and Applications to the Composite Parts Assembly Process

Wenjia Wang, Xiaowei Yue, Ben Haaland, C. F. Jeff Wu

SIAM/ASA J. Uncertain. Quantification

DOI

2020

Real-Time Data-Driven Quality Assessment for Continuous Manufacturing of Carbon Nanotube Buckypaper

Xinran Shi, Xiaowei Yue, Zhi-Yong Liang, Jianjun Shi

IEEE transactions on nanotechnology

DOI

2020

Neural Network Gaussian Process Considering Input Uncertainty for Composite Structure Assembly

Cheolhei Lee, Jianguo Wu, Wen-Jia Wang, Xiaowei Yue

IEEE/ASME transactions on mechatronics

DOI

2020

Online Structural Change-Point Detection of High-dimensional Streaming Data via Dynamic Sparse Subspace Learning

Rui-Yu Xu, Jianguo Wu, Xiaowei Yue, Yongxiang Li

Technometrics

DOI

2019

Virtual assembly and residual stress analysis for the composite fuselage assembly process

Yuchen Wen, Xiaowei Yue, Jeffrey H. Hunt, Jianjun Shi

Journal Of Manufacturing Systems，Vol. 520

DOI

2019

Effective model calibration via sensible variable identification and adjustment with application to composite fuselage simulation

Yan Wang, Xiaowei Yue, Rui Tuo, J. Hunt, Jianjun Shi

Annals of Applied Statistics

DOI

2019

Optimal Placement of Actuators Via Sparse Learning for Composite Fuselage Shape Control

Juan Du, Xiaowei Yue, J. Hunt, Jianjun Shi

Journal of manufacturing science and engineering

DOI

2018

Feasibility analysis of composite fuselage shape control via finite element analysis

Yuchen Wen, Xiaowei Yue, Jeffrey H. Hunt, Jianjun Shi

Journal Of Manufacturing Systems，Vol. 460

DOI

2018

Surrogate model-based optimal feed-forward control for dimensional-variation reduction in composite parts' assembly processes

Xiaowei Yue, Jianjun Shi

Journal Of Quality Technology，Vol. 500, No. 30

DOI

2018

A Wavelet-Based Penalized Mixed-Effects Decomposition for Multichannel Profile Detection of In-Line Raman Spectroscopy

Xiaowei Yue, Hao Yan, J. Park, Zhi-Yong Liang, Jianjun Shi

IEEE Transactions on Automation Science and Engineering

DOI

2018

Tensor Mixed Effects Model With Application to Nanomanufacturing Inspection

Xiaowei Yue, J. Park, Zhi-Yong Liang, Jianjun Shi

Technometrics

DOI

2018

Surrogate Model-Based Control Considering Uncertainties for Composite Fuselage Assembly

Xiaowei Yue, Yuchen Wen, J. Hunt, Jianjun Shi

DOI

2017

Generalized Wavelet Shrinkage of Inline Raman Spectroscopy for Quality Monitoring of Continuous Manufacturing of Carbon Nanotube Buckypaper

Xiaowei Yue, Kan Wang, Hao Yan, J. Park, Zhi-Yong Liang, Chuck Zhang, Ben Wang, Jianjun Shi

IEEE Transactions on Automation Science and Engineering

DOI

2017

カーボンナノチューブバッキーペーパーの連続生産の品質モニタリングのためのインラインRaman分光法の一般化されたウェーブレット収縮【Powered by NICT】

Xiaowei Yue, Kan Wang, Hao Yan, Park Jin Gyu, Zhi-Yong Liang, Zhang Chuck, Wang Ben, Jian-Ju Shi

精选作品

期刊论文

Reinforcement learning for fuselage shape control during aircraft assembly

Advancing additive manufacturing through deep learning: A comprehensive review of current progress and future challenges

An LLM-enabled knowledge graph framework for fault diagnosis in battery manufacturing equipment

A mechanism-aided transformer may transform in-flight aviation safety

Multioutput Extreme Spatial Model for Complex Aircraft Production Systems

Latent functional Gaussian process incorporating output spatial correlations

High dimensional data decomposition for anomaly detection of textured images

SmartFixture: Physics-guided reinforcement learning for automatic fixture layout design in manufacturing systems

An unsupervised embedding method based on streaming videos for process monitoring in repetitive production systems

Spatiotemporal predictions of toxic urban plumes using deep learning

人工智能驱动的质量管理：发展前沿与实践案例

Self-Supervised Production Anomaly Detection and Progress Prediction Based on High-Streaming Videos

Reconceptualizing Active Learning: A Refined Framework for Methods, Frontiers, and Applications

High accuracy measurement path planning of robot optical measurement system for free-form surfaces based on convex optimization

R^2-HGP: A Double-Regularized Gaussian Process for Heterogeneous Transfer Learning

Sequential Latin hypercube design for two-layer computer simulators

Stress-Aware Optimal Placement of Actuators for High Precision Quality Management in Composite Aircraft Assembly

Nonstationary and Sparsely-Correlated Multioutput Gaussian Process with Spike-and-Slab Prior

A Two-Stage Trajectory Planning Method for Online Robotic Quality Measurement

SPAC: Sparse sensor placement-based adaptive control for high precision fuselage assembly

FIPvarchical modeling of microstructural images for porosity prediction in metal additive manufacturing via two-point correlation function

WOOD: Wasserstein-Based Out-of-Distribution Detection

Distributed spot welding task allocation and sequential planning for multi-station multi-robot coordinate assembly processes

Physics-Constrained Bayesian Optimization for Optimal Actuators Placement in Composite Structures Assembly

Tensor decomposition to compress convolutional layers in deep learning

NP-ODE: Neural process aided ordinary differential equations for uncertainty quantification of finite element analysis

A Deep Branched Network for Failure Mode Diagnostics and Remaining Useful Life Prediction

Stress-Aware Optimal Placement of Actuators for Ultra-High Precision Quality Control of Composite Structures Assembly

Optimal Integration of Supervised Tensor Decomposition and Ensemble Learning for In Situ Quality Evaluation in Friction Stir Blind Riveting

Failure-Averse Active Learning for Physics-Constrained Systems

A Robust Asymmetric Kernel Function for Bayesian Optimization, With Application to Image Defect Detection in Manufacturing Systems

Partitioned Active Learning for Heterogeneous Systems

Task allocation and coordinated motion planning for autonomous multi-robot optical inspection systems

Nested Bayesian Optimization for Computer Experiments

Optimal path planning for automated dimensional inspection of free-form surfaces

Active Learning for Gaussian Process Considering Uncertainties With Application to Shape Control of Composite Fuselage

A Shape-Constrained Neural Data Fusion Network for Health Index Construction and Residual Life Prediction

Gaussian Processes with Input Location Error and Applications to the Composite Parts Assembly Process

Real-Time Data-Driven Quality Assessment for Continuous Manufacturing of Carbon Nanotube Buckypaper

Neural Network Gaussian Process Considering Input Uncertainty for Composite Structure Assembly

Online Structural Change-Point Detection of High-dimensional Streaming Data via Dynamic Sparse Subspace Learning

Virtual assembly and residual stress analysis for the composite fuselage assembly process

Effective model calibration via sensible variable identification and adjustment with application to composite fuselage simulation

Optimal Placement of Actuators Via Sparse Learning for Composite Fuselage Shape Control

Feasibility analysis of composite fuselage shape control via finite element analysis

Surrogate model-based optimal feed-forward control for dimensional-variation reduction in composite parts' assembly processes

A Wavelet-Based Penalized Mixed-Effects Decomposition for Multichannel Profile Detection of In-Line Raman Spectroscopy

Tensor Mixed Effects Model With Application to Nanomanufacturing Inspection

Surrogate Model-Based Control Considering Uncertainties for Composite Fuselage Assembly

Generalized Wavelet Shrinkage of Inline Raman Spectroscopy for Quality Monitoring of Continuous Manufacturing of Carbon Nanotube Buckypaper

カーボンナノチューブバッキーペーパーの連続生産の品質モニタリングのためのインラインRaman分光法の一般化されたウェーブレット収縮【Powered by NICT】

预印本

Vision Time Measurement

Zero-Shot Standard Operating Procedure Generation Based on a Pretrained Vision-Language Model

Coverage Path Planning for Robotic Quality Inspection with Control on Measurement Uncertainty

研究方向