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2020 – today
- 2024
[j33]Xiaonan Lai, Yong Pang, Fuwen Liu, Wei Sun, Xueguan Song
:
A multi-fidelity surrogate model based on design variable correlations. Adv. Eng. Informatics 59: 102248 (2024)- [j32]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: 102535 (2024) - [j31]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: 102675 (2024) - [j30]Shuai Zhang, Pengwei Liang, Jianji Li, Xueguan Song:
GAS-AU: an average uncertainty-based general adaptive sampling approach. Eng. Comput. 40(2): 839-853 (2024) - [j29]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): 1157-1175 (2024) - [j28]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): 1289-1308 (2024) - [j27]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: 102541 (2024) - [j26]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: 120918 (2024) - [j25]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: 101586 (2024) - [j24]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: 101645 (2024) - [j23]Luo Zuo, Jiusheng Han, Yuefei Yan, Tat Soon Yeo, Bo Lu, Yan Wang, Song Xue, Meng Wang, Zhihai Wang, Haitao Shi, Xueguan Song, Congsi Wang:
Multifrequency Coherent Integration Target Detection Algorithm for Passive Bistatic Radar. IEEE Trans. Aerosp. Electron. Syst. 60(5): 6346-6362 (2024) - [i7]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 abs/2403.11239 (2024) - 2023
- [j22]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: 110576 (2023) - [j21]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: 105871 (2023) - [j20]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): 3509-3526 (2023) - [j19]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: 110693 (2023) - [j18]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: 101401 (2023) - [j17]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): 1822-1836 (2023) - [c3]Yitang Wang, Suhang Wang, Yong Pang, Xueguan Song:
Outlier Detection and Correction for Time Series Data of Tunnel Boring Machine. ICIRA (6) 2023: 254-261 - 2022
- [j16]Kunpeng Li, Tao Fu, Tianci Zhang, Xueguan Song:
CMS: a novel surrogate model with hierarchical structure based on correlation mapping. Eng. Comput. 38(5): 4589-4604 (2022) - [j15]Lixue Liu, Xueguan Song, Chao Zhang, Dacheng Tao:
GAN-MDF: An Enabling Method for Multifidelity Data Fusion. IEEE Internet Things J. 9(15): 13405-13415 (2022) - [j14]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: 209-231 (2022) - [j13]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: 108362 (2022) - [j12]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: 1-12 (2022) - [i6]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 abs/2212.00965 (2022) - 2021
- [j11]Yueqi Xu, Xueguan Song, Chao Zhang:
Hierarchical regression framework for multi-fidelity modeling. Knowl. Based Syst. 212: 106587 (2021) - [j10]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: 1-12 (2021) - [j9]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: 1-13 (2021) - [i5]Xianjie Gao, Xueguan Song, Maolin Shi, Chao Zhang, Hongwei Zhang:
Real-time Forecast Models for TBM Load Parameters Based on Machine Learning Methods. CoRR abs/2104.06353 (2021) - [i4]Ziyun Kan, Kaijun Dong, Biaosong Chen, Haijun Peng, Xueguan Song:
The direct force correction based framework for general co-rotational analysis. CoRR abs/2104.07668 (2021) - 2020
- [j8]Xiaobang Wang, Xueguan Song, Wei Sun, Changguo Sun, Zhijie Liu:
Surrogate Based Co-Design for Combined Structure and Control Design Problems. IEEE Access 8: 184851-184865 (2020) - [j7]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: 105229 (2020)
2010 – 2019
- 2019
- [j6]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: 19738-19751 (2019) - [j5]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: 66703-66713 (2019) - [j4]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) - [i3]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 abs/1906.05777 (2019) - [i2]Maolin Shi, Shuo Wang, Wei Sun, Liye Lv, Xueguan Song:
A support vector regression-based multi-fidelity surrogate model. CoRR abs/1906.09439 (2019) - 2018
- [j3]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: 55-67 (2018) - [j2]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: 198-205 (2018) - [i1]Maolin Shi, Xueguan Song, Wei Sun:
Geology prediction based on operation data of TBM: comparison between deep neural network and statistical learning methods. CoRR abs/1809.06688 (2018) - 2015
- [c2]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: 469-480 - [c1]Hanyang Wu, Junzhou Huo, Xueguan Song, Lintao Wang, Wei Sun:
The Vibration Analysis of TBM Tunnelling Parameters Based on Dynamic Model. ICIRA (3) 2015: 489-500 - 2014
- [j1]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): 5722-5731 (2014)
Coauthor Index
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