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ORCIDJialan Liu
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2020 – today
- 2024
[j18]Lang Zhang, Chi Ma
, Jialan Liu, Giovanni Totis, Shengbin Weng:
Multi-layer parallel-perceptual-fusion spatiotemporal graph convolutional network for cross-domain, poor thermal information prediction in cloud-edge control services. Adv. Eng. Informatics 59: 102358 (2024)- [j17]Qian Chen, Xuesong Mei, Jialong He, Jun Yang, Kuo Liu, Yuansheng Zhou, Chi Ma, Jialan Liu, Shuang Zeng, Lin Zhang, Hongquan Gui, Jianqiang Zhou, Shengbin Weng:
Modeling and compensation of small-sample thermal error in precision machine tool spindles using spatial-temporal feature interaction fusion network. Adv. Eng. Informatics 62: 102741 (2024) - [j16]Zheng Wu, Chi Ma, Lang Zhang, Hongquan Gui, Jialan Liu, Zijie Liu:
Predicting and compensating for small-sample thermal information data in precision machine tools: A spatial-temporal interactive integration network and digital twin system approach. Appl. Soft Comput. 161: 111760 (2024) - [j15]Mengyuan Li, Chi Ma, Jialan Liu, Hongquan Gui, Shuang Zeng, Fangqiong Luo:
Thermal error prediction of precision boring machine tools based on extreme gradient boosting algorithm-improved sailed fish optimizer-bi-directional ordered neurons-long short-term memory neural network model and physical-edge-cloud system. Eng. Appl. Artif. Intell. 127(Part A): 107278 (2024) - [j14]Jinrui Fan, Zihan Li, Tianshu Wang, Jialan Liu, Chi Ma, Hongquan Gui, Zijie Liu:
Revolutionizing gear hobbing machine precision: Innovative thermal error compensation and intelligent error control with enhanced crystal structure algorithm and self-attention bidirectional minimal gated unit network. Expert Syst. Appl. 242: 122826 (2024) - [j13]Hongquan Gui, Jialan Liu, Chi Ma, Mengyuan Li:
Industrial-oriented machine learning big data framework for temporal-spatial error prediction and control with DTSMGCN model. J. Intell. Manuf. 35(3): 1173-1196 (2024) - 2023
- [j12]Shuang Zeng, Chi Ma, Jialan Liu, Mengyuan Li, Hongquan Gui:
Sequence-to-sequence based LSTM network modeling and its application in thermal error control framework. Appl. Soft Comput. 138: 110221 (2023) - [j11]Jialan Liu, Chi Ma, Hongquan Gui, Shilong Wang:
Intelligent digital-twin prediction and reverse control system architecture for thermal errors enabled by deep learning and cloud-edge computing. Expert Syst. Appl. 225: 120122 (2023) - [j10]Jialan Liu, Hongquan Gui, Chi Ma:
Digital twin system of thermal error control for a large-size gear profile grinder enabled by gated recurrent unit. J. Ambient Intell. Humaniz. Comput. 14(2): 1269-1295 (2023) - [j9]Chi Ma, Hongquan Gui, Jialan Liu:
Self learning-empowered thermal error control method of precision machine tools based on digital twin. J. Intell. Manuf. 34(2): 695-717 (2023) - [j8]Fangqiong Luo, Chi Ma, Jialan Liu, Hongquan Gui, Mengyuan Li:
Thermal error prediction and control method combining residual-based one-dimensional convolution-minimum gate unit model with physical-data-edge-cloud terminal architecture. Neural Comput. Appl. 35(21): 15477-15502 (2023) - 2022
- [j7]Jialan Liu, Chi Ma, Hongquan Gui, Mengyuan Li:
Geometric-thermal error control system for gear profile grinding machine. Adv. Eng. Informatics 52: 101618 (2022) - [j6]Qiang Yuan, Chi Ma, Jialan Liu, Hongquan Gui, Mengyuan Li, Shilong Wang:
Correlation analysis-based thermal error control with ITSA-GRU-A model and cloud-edge-physical collaboration framework. Adv. Eng. Informatics 54: 101759 (2022) - [j5]Hongquan Gui, Jialan Liu, Chi Ma, Mengyuan Li, Shilong Wang:
New mist-edge-fog-cloud system architecture for thermal error prediction and control enabled by deep-learning. Eng. Appl. Artif. Intell. 109: 104626 (2022) - [j4]Jialan Liu, Chi Ma, Hongquan Gui, Shilong Wang:
Transfer learning-based thermal error prediction and control with deep residual LSTM network. Knowl. Based Syst. 237: 107704 (2022) - 2021
- [j3]Jialan Liu, Chi Ma, Hongquan Gui, Shilong Wang:
Thermally-induced error compensation of spindle system based on long short term memory neural networks. Appl. Soft Comput. 102: 107094 (2021)
2000 – 2009
- 2008
- [j2]Aiguo Xiao, Jialan Liu:
Error analysis of Parallel Multivalue Hybrid Methods for index-2 Differential-Algebraic Equations. Int. J. Comput. Sci. Math. 2(1/2): 181-199 (2008) - 2007
- [j1]Jialan Liu, Aiguo Xiao:
Convergence results of two-step W-methods for two-parameter singular perturbation problems. Appl. Math. Comput. 189(1): 669-681 (2007)
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