Qi Zhou

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 29

Top Topics

Convolutional Neural Network

Welding Process

Top Venues

Knowl. Based Syst.

J. Intell. Manuf.

Adv. Eng. Informatics

Publications

Xufeng Huang, Tingli Xie, Shuyang Luo, Jinhong Wu, Rongmin Luo, Qi Zhou
Incremental learning with multi-fidelity information fusion for digital twin-driven bearing fault diagnosis. Eng. Appl. Artif. Intell. 133 (2024)
Jingchang Li, Jiexiang Hu, Qi Zhou, Yahui Zhang
Transfer learning-based quality monitoring of laser powder bed fusion across materials. Expert Syst. Appl. 252 (2024)
Xufeng Huang, Tingli Xie, Jinhong Wu, Qi Zhou, Jiexiang Hu
Deep continuous convolutional networks for fault diagnosis. Knowl. Based Syst. 292 (2024)
Wang Cai, Leshi Shu, ShaoNing Geng, Qi Zhou, Longchao Cao
Real-time tracking method for motion spatter in high-power laser welding of stainless steel plate based on a lightweight deep learning model. Expert Syst. Appl. 254 (2024)
Jingchang Li, Qi Zhou, Xufeng Huang, Menglei Li, Longchao Cao
In situ quality inspection with layer-wise visual images based on deep transfer learning during selective laser melting. J. Intell. Manuf. 34 (2) (2023)
Jinhong Wu, Xingxing Feng, Xuan Cai, Xufeng Huang, Qi Zhou
A deep learning-based multi-fidelity optimization method for the design of acoustic metasurface. Eng. Comput. 39 (5) (2023)
Wang Cai, Ping Jiang, Leshi Shu, ShaoNing Geng, Qi Zhou
Real-time laser keyhole welding penetration state monitoring based on adaptive fusion images using convolutional neural networks. J. Intell. Manuf. 34 (3) (2023)
Jingchang Li, Longchao Cao, Jiexiang Hu, Minhua Sheng, Qi Zhou, Peng Jin
A prediction approach of SLM based on the ensemble of metamodels considering material efficiency, energy consumption, and tensile strength. J. Intell. Manuf. 33 (3) (2022)
Jiexiang Hu, Yutong Peng, Quan Lin, Huaping Liu, Qi Zhou
An ensemble weighted average conservative multi-fidelity surrogate modeling method for engineering optimization. Eng. Comput. 38 (3) (2022)
Quan Lin, Jiachang Qian, Yuansheng Cheng, Qi Zhou, Jiexiang Hu
A multi-output multi-fidelity Gaussian process model for non-hierarchical low-fidelity data fusion. Knowl. Based Syst. 254 (2022)
Shuyang Luo, Xufeng Huang, Yanzhi Wang, Rongmin Luo, Qi Zhou
Transfer learning based on improved stacked autoencoder for bearing fault diagnosis. Knowl. Based Syst. 256 (2022)
Quan Lin, Dawei Hu, Jiexiang Hu, Yuansheng Cheng, Qi Zhou
A screening-based gradient-enhanced Gaussian process regression model for multi-fidelity data fusion. Adv. Eng. Informatics 50 (2021)
Ji Cheng, Ping Jiang, Qi Zhou, Jiexiang Hu, Leshi Shu
A parallel constrained lower confidence bounding approach for computationally expensive constrained optimization problems. Appl. Soft Comput. 106 (2021)
Quan Lin, Jiexiang Hu, Qi Zhou, Yuansheng Cheng, Zhen Hu, Ivo Couckuyt, Tom Dhaene
Multi-output Gaussian process prediction for computationally expensive problems with multiple levels of fidelity. Knowl. Based Syst. 227 (2021)
Xufeng Huang, Qiang Lei, Tingli Xie, Yahui Zhang, Zhen Hu, Qi Zhou
Deep Transfer Convolutional Neural Network and Extreme Learning Machine for lung nodule diagnosis on CT images. Knowl. Based Syst. 204 (2020)
Ping Jiang, Tingli Xie, Qi Zhou, Xinyu Shao, Jiexiang Hu, Longchao Cao
A space mapping method based on Gaussian process model for variable fidelity metamodeling. Simul. Model. Pract. Theory 81 (2018)
Qi Zhou, Youmin Rong, Xinyu Shao, Ping Jiang, Zhongmei Gao, Longchao Cao
Optimization of laser brazing onto galvanized steel based on ensemble of metamodels. J. Intell. Manuf. 29 (7) (2018)
Tingli Xie, Ping Jiang, Qi Zhou, Leshi Shu, Yahui Zhang, Xiangzheng Meng, Hua Wei
Advanced Multi-Objective Robust Optimization Under Interval Uncertainty Using Kriging Model and Support Vector Machine. J. Comput. Inf. Sci. Eng. 18 (4) (2018)
Qi Zhou, Longchao Cao, Hui Zhou, Xiang Huang
Prediction of angular distortion in the fiber laser keyhole welding process based on a variable-fidelity approximation modeling approach. J. Intell. Manuf. 29 (3) (2018)
Ping Jiang, Yahui Zhang, Qi Zhou, Xinyu Shao, Jiexiang Hu, Leshi Shu
An adaptive sampling strategy for Kriging metamodel based on Delaunay triangulation and TOPSIS. Appl. Intell. 48 (6) (2018)
Leshi Shu, Ping Jiang, Qi Zhou, Xinyu Shao, Jiexiang Hu, Xiangzheng Meng
An on-line variable fidelity metamodel assisted Multi-objective Genetic Algorithm for engineering design optimization. Appl. Soft Comput. 66 (2018)
Qi Zhou, Yan Wang, Seung-Kyum Choi, Ping Jiang, Xinyu Shao, Jiexiang Hu
A sequential multi-fidelity metamodeling approach for data regression. Knowl. Based Syst. 134 (2017)
Qi Zhou, Ping Jiang, Xinyu Shao, Jiexiang Hu, Longchao Cao, Li Wan
A variable fidelity information fusion method based on radial basis function. Adv. Eng. Informatics 32 (2017)
Qi Zhou, Yang Yang, Ping Jiang, Xinyu Shao, Longchao Cao, Jiexiang Hu, Zhongmei Gao, Chao-Chao Wang
A multi-fidelity information fusion metamodeling assisted laser beam welding process parameter optimization approach. Adv. Eng. Softw. 110 (2017)
Qi Zhou, Yan Wang, Ping Jiang, Xinyu Shao, Seung-Kyum Choi, Jiexiang Hu, Longchao Cao, Xiangzheng Meng
An active learning radial basis function modeling method based on self-organization maps for simulation-based design problems. Knowl. Based Syst. 131 (2017)
Qi Zhou, Xinyu Shao, Ping Jiang, Zhongmei Gao, Chao-Chao Wang, Leshi Shu
An active learning metamodeling approach by sequentially exploiting difference information from variable-fidelity models. Adv. Eng. Informatics 30 (3) (2016)
Ping Jiang, Chao-Chao Wang, Qi Zhou, Xinyu Shao, Leshi Shu, Xiongbin Li
Optimization of laser welding process parameters of stainless steel 316L using FEM, Kriging and NSGA-II. Adv. Eng. Softw. 99 (2016)
Jiexiang Hu, Qi Zhou, Ping Jiang, Tingli Xie
An Improved Hierarchical Kriging for Variable-Fidelity Surrogate Modeling. CRC (2016)
Yahui Zhang, Jiexiang Hu, Qi Zhou, Ping Jiang
A Sequential Sampling Strategy for Multiresponse Radial Basis Function. ISCID (2) (2016)
Qi Zhou, Ping Jiang, Hui Zhou, Leshi Shu
An active learning variable-fidelity metamodeling approach for engineering design. IEEM (2015)
Qi Zhou, Xinyu Shao, Ping Jiang, Hui Zhou, Leshi Shu
An adaptive global variable fidelity metamodeling strategy using a support vector regression based scaling function. Simul. Model. Pract. Theory 59 (2015)