Jialan Liu

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 16

Top Topics

Machine Learning

Correlation Analysis

Top Venues

Adv. Eng. Informatics

Appl. Soft Comput.

Eng. Appl. Artif. Intell.

J. Intell. Manuf.

Publications

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 (2024)
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 (2024)
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 (2024)
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) (2024)
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) (2024)
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 (2024)
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 (2023)
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) (2023)
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) (2023)
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 (2023)
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) (2023)
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 (2022)
Jialan Liu, Chi Ma, Hongquan Gui, Mengyuan Li
Geometric-thermal error control system for gear profile grinding machine. Adv. Eng. Informatics 52 (2022)
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 (2022)
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 (2022)
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 (2021)
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) (2008)
Jialan Liu, Aiguo Xiao
Convergence results of two-step W-methods for two-parameter singular perturbation problems. Appl. Math. Comput. 189 (1) (2007)