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Jialan Liu
ORCID
Publication Activity (10 Years)
Years Active: 2007-2024
Publications (10 Years): 11
Top Topics
Error Control
Control Method
Neural Network
Long Short Term Memory
Top Venues
Eng. Appl. Artif. Intell.
Adv. Eng. Informatics
Appl. Soft Comput.
Neural Comput. Appl.
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Publications
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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)
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)