Xueguan Song

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 39

Top Topics

Tunnel Boring Machine

Top Venues

Knowl. Based Syst.

Swarm Evol. Comput.

Publications

Yong Pang, Shuai Zhang, Yaochu Jin, Yitang Wang, Xiaonan Lai, Xueguan Song
Surrogate information transfer and fusion in high-dimensional expensive optimization problems. Swarm Evol. Comput. 88 (2024)
Xiaonan Lai, Yong Pang, Fuwen Liu, Wei Sun, Xueguan Song
A multi-fidelity surrogate model based on design variable correlations. Adv. Eng. Informatics 59 (2024)
Yitang Wang, Yong Pang, Tianhang Xue, Shuai Zhang, Xueguan Song
Ensemble learning based hierarchical surrogate model for multi-fidelity information fusion. Adv. Eng. Informatics 60 (2024)
Ziyun Kan, Mingdong Chen, Haijun Peng, Yizhu Guo, Xueguan Song
A component-level co-rotational 3D continuum finite element framework for efficient flexible multibody analysis. CoRR (2024)
Shuai Zhang, Yong Pang, Qingye Li, Kunpeng Li, Xueguan Song
Multi-type data fusion via transfer learning surrogate modeling and its engineering application. Inf. Sci. 677 (2024)
Xiwang He, Xiaonan Lai, Kunpeng Li, Shuo Wang, Xueguan Song, Wei Sun
Toward a shape-performance integrated digital twin based on hybrid reduced-order modeling for engineering structures. Eng. Comput. 40 (2) (2024)
Shuo Wang, Xiaonan Lai, Xiwang He, Kunpeng Li, Liye Lv, Xueguan Song
Optimal sensor placement for digital twin based on mutual information and correlation with multi-fidelity data. Eng. Comput. 40 (2) (2024)
Shuai Zhang, Pengwei Liang, Jianji Li, Xueguan Song
GAS-AU: an average uncertainty-based general adaptive sampling approach. Eng. Comput. 40 (2) (2024)
Shuai Zhang, Yong Pang, Fuwen Liu, Muchen Wang, Ziyun Kan, Xueguan Song
Random projection enhancement: A Novel method for improving performance of surrogate models. Swarm Evol. Comput. 89 (2024)
Zongqi Liu, Xueguan Song, Jie Yang, Chao Zhang, Dacheng Tao
Generative adversarial networks for multi-fidelity matrix completion with massive missing entries. Inf. Fusion 111 (2024)
Fuwen Liu, Zhuangzhuang Gong, Xinao Ma, Yanfeng Zhang, Xueguan Song
Based on the combination of fluid-solid interaction mechanism model and surrogate model for peristaltic pump performance analysis and multi-objective optimization design. Adv. Eng. Informatics 62 (2024)
Yitang Wang, Kunpeng Li, Qingye Li, Yong Pang, Liye Lv, Wei Sun, Xueguan Song
Multi-fidelity information fusion with hierarchical surrogate guided by feature mapping. Knowl. Based Syst. 275 (2023)
Shuai Zhang, Kunpeng Li, Shuo Wang, Jianji Li, Yong Pang, Xueguan Song
Recursive surrogate model based on generalized regression neural network. Appl. Soft Comput. 145 (2023)
Yong Pang, Yitang Wang, Shuai Zhang, Xiaonan Lai, Wei Sun, Xueguan Song
An Expensive Many-Objective Optimization Algorithm Based on Efficient Expected Hypervolume Improvement. IEEE Trans. Evol. Comput. 27 (6) (2023)
Yong Pang, Xiaonan Lai, Yitang Wang, Xiwang He, Shuai Zhang, Xueguan Song
Surrogate-assisted expensive constrained Bi-objective optimization with highly heterogeneous evaluations. Swarm Evol. Comput. 83 (2023)
Zongqi Liu, Xueguan Song, Chao Zhang, Yunsheng Ma, Dacheng Tao
RSAL-iMFS: A framework of randomized stacking with active learning for incremental multi-fidelity surrogate modeling. Eng. Appl. Artif. Intell. 120 (2023)
Yitang Wang, Suhang Wang, Yong Pang, Xueguan Song
Outlier Detection and Correction for Time Series Data of Tunnel Boring Machine. ICIRA (6) (2023)
Yong Pang, Liangliang Yang, Yitang Wang, Xiaonan Lai, Wei Sun, Xueguan Song
A Latin hypervolume design for irregular sampling spaces and its application in the analysis of cracks. Eng. Comput. 39 (5) (2023)
Yong Pang, Maolin Shi, Liyong Zhang, Xueguan Song, Wei Sun
PR-FCM: A polynomial regression-based fuzzy C-means algorithm for attribute-associated data. Inf. Sci. 585 (2022)
Yong Pang, Maolin Shi, Liyong Zhang, Wei Sun, Xueguan Song
A multivariate time series segmentation algorithm for analyzing the operating statuses of tunnel boring machines. Knowl. Based Syst. 242 (2022)
Yunhao Cui, Yi An, Wei Sun, Huosheng Hu, Xueguan Song
Memory-Augmented Point Cloud Registration Network for Bucket Pose Estimation of the Intelligent Mining Excavator. IEEE Trans. Instrum. Meas. 71 (2022)
Hao Wang, Lixue Liu, Xueguan Song, Chao Zhang, Dacheng Tao
AL-iGAN: An Active Learning Framework for Tunnel Geological Reconstruction Based on TBM Operational Data. CoRR (2022)
Lixue Liu, Xueguan Song, Chao Zhang, Dacheng Tao
GAN-MDF: An Enabling Method for Multifidelity Data Fusion. IEEE Internet Things J. 9 (15) (2022)
Kunpeng Li, Tao Fu, Tianci Zhang, Xueguan Song
CMS: a novel surrogate model with hierarchical structure based on correlation mapping. Eng. Comput. 38 (5) (2022)
Yueqi Xu, Xueguan Song, Chao Zhang
Hierarchical regression framework for multi-fidelity modeling. Knowl. Based Syst. 212 (2021)
Yunhao Cui, Yi An, Wei Sun, Huosheng Hu, Xueguan Song
Lightweight Attention Module for Deep Learning on Classification and Segmentation of 3-D Point Clouds. IEEE Trans. Instrum. Meas. 70 (2021)
Ziyun Kan, Kaijun Dong, Biaosong Chen, Haijun Peng, Xueguan Song
The direct force correction based framework for general co-rotational analysis. CoRR (2021)
Yunhao Cui, Yi An, Wei Sun, Huosheng Hu, Xueguan Song
Multiscale Adaptive Edge Detector for Images Based on a Novel Standard Deviation Map. IEEE Trans. Instrum. Meas. 70 (2021)
Xianjie Gao, Xueguan Song, Maolin Shi, Chao Zhang, Hongwei Zhang
Real-time Forecast Models for TBM Load Parameters Based on Machine Learning Methods. CoRR (2021)
Maolin Shi, Tianci Zhang, Liyong Zhang, Wei Sun, Xueguan Song
A fuzzy c-means algorithm based on the relationship among attributes of data and its application in tunnel boring machine. Knowl. Based Syst. 191 (2020)
Xiaobang Wang, Xueguan Song, Wei Sun, Changguo Sun, Zhijie Liu
Surrogate Based Co-Design for Combined Structure and Control Design Problems. IEEE Access 8 (2020)
Maolin Shi, Liyong Zhang, Wei Sun, Xueguan Song
A fuzzy c-means algorithm guided by attribute correlations and its application in the big data analysis of tunnel boring machine. Knowl. Based Syst. 182 (2019)
Xiaobang Wang, Yongliang Yuan, Xiaokai Mu, Wei Sun, Xueguan Song
Sensitivity of TBM's Performance to Structural, Control and Geological Parameters Under Different Prediction Models. IEEE Access 7 (2019)
Junhong Zhao, Maolin Shi, Gang Hu, Xueguan Song, Chao Zhang, Dacheng Tao, Wei Wu
A Data-Driven Framework for Tunnel Geological-Type Prediction Based on TBM Operating Data. IEEE Access 7 (2019)
Maolin Shi, Shuo Wang, Wei Sun, Liye Lv, Xueguan Song
A support vector regression-based multi-fidelity surrogate model. CoRR (2019)
Maolin Shi, Wei Sun, Xueguan Song, Hongyou Li
High-low level support vector regression prediction approach (HL-SVR) for data modeling with input parameters of unequal sample sizes. CoRR (2019)
Anil Kunwar, Shengyan Shang, Peter Råback, Yunpeng Wang, Julien Givernaud, Jun Chen, Haitao Ma, Xueguan Song, Ning Zhao
Heat and mass transfer effects of laser soldering on growth behavior of interfacial intermetallic compounds in Sn/Cu and Sn-3.5Ag0.5/Cu joints. Microelectron. Reliab. 80 (2018)
Haoran Ma, Anil Kunwar, Jun Chen, Lin Qu, Yunpeng Wang, Xueguan Song, Peter Råback, Haitao Ma, Ning Zhao
Study of electrochemical migration based transport kinetics of metal ions in Sn-9Zn alloy. Microelectron. Reliab. 83 (2018)
Maolin Shi, Xueguan Song, Wei Sun
Geology prediction based on operation data of TBM: comparison between deep neural network and statistical learning methods. CoRR (2018)
Hanyang Wu, Junzhou Huo, Xueguan Song, Lintao Wang, Wei Sun
The Vibration Analysis of TBM Tunnelling Parameters Based on Dynamic Model. ICIRA (3) (2015)
Xin Ding, Wei Sun, Lintao Wang, Junzhou Huo, Qingchao Sun, Xueguan Song
Sensitivity Analysis of Major Equipment Based on Radial Basis Function Metamodel. ICIRA (3) (2015)
Yihua Hu, Xueguan Song, Wenping Cao, Bing Ji
New SR Drive With Integrated Charging Capacity for Plug-In Hybrid Electric Vehicles (PHEVs). IEEE Trans. Ind. Electron. 61 (10) (2014)