Jialan Liu

According to our database, Jialan Liu authored at least 15 papers between 2007 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Industrial-oriented machine learning big data framework for temporal-spatial error prediction and control with DTSMGCN model.

Hongquan Gui, Jialan Liu, Chi Ma, Mengyuan Li

J. Intell. Manuf., March, 2024

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.

Mengyuan Li, Chi Ma, Jialan Liu, Hongquan Gui, Shuang Zeng, Fangqiong Luo

Eng. Appl. Artif. Intell., January, 2024

Multi-layer parallel-perceptual-fusion spatiotemporal graph convolutional network for cross-domain, poor thermal information prediction in cloud-edge control services.

Lang Zhang, Chi Ma, Jialan Liu, Giovanni Totis, Shengbin Weng

Adv. Eng. Informatics, 2024

2023

Intelligent digital-twin prediction and reverse control system architecture for thermal errors enabled by deep learning and cloud-edge computing.

Jialan Liu, Chi Ma, Hongquan Gui, Shilong Wang

Expert Syst. Appl., September, 2023

Thermal error prediction and control method combining residual-based one-dimensional convolution-minimum gate unit model with physical-data-edge-cloud terminal architecture.

Fangqiong Luo, Chi Ma, Jialan Liu, Hongquan Gui, Mengyuan Li

Neural Comput. Appl., July, 2023

Sequence-to-sequence based LSTM network modeling and its application in thermal error control framework.

Shuang Zeng, Chi Ma, Jialan Liu, Mengyuan Li, Hongquan Gui

Appl. Soft Comput., May, 2023

Self learning-empowered thermal error control method of precision machine tools based on digital twin.

Chi Ma, Hongquan Gui, Jialan Liu

J. Intell. Manuf., February, 2023

Digital twin system of thermal error control for a large-size gear profile grinder enabled by gated recurrent unit.

Jialan Liu, Hongquan Gui, Chi Ma

J. Ambient Intell. Humaniz. Comput., February, 2023

2022

Transfer learning-based thermal error prediction and control with deep residual LSTM network.

Jialan Liu, Chi Ma, Hongquan Gui, Shilong Wang

Knowl. Based Syst., 2022

New mist-edge-fog-cloud system architecture for thermal error prediction and control enabled by deep-learning.

Hongquan Gui, Jialan Liu, Chi Ma, Mengyuan Li, Shilong Wang

Eng. Appl. Artif. Intell., 2022

Correlation analysis-based thermal error control with ITSA-GRU-A model and cloud-edge-physical collaboration framework.

Qiang Yuan, Chi Ma, Jialan Liu, Hongquan Gui, Mengyuan Li, Shilong Wang

Adv. Eng. Informatics, 2022

Geometric-thermal error control system for gear profile grinding machine.

Jialan Liu, Chi Ma, Hongquan Gui, Mengyuan Li

Adv. Eng. Informatics, 2022

2021

Thermally-induced error compensation of spindle system based on long short term memory neural networks.

Jialan Liu, Chi Ma, Hongquan Gui, Shilong Wang

Appl. Soft Comput., 2021

2008

Error analysis of Parallel Multivalue Hybrid Methods for index-2 Differential-Algebraic Equations.

Aiguo Xiao, Jialan Liu

Int. J. Comput. Sci. Math., 2008

2007

Convergence results of two-step W-methods for two-parameter singular perturbation problems.

Jialan Liu, Aiguo Xiao

Appl. Math. Comput., 2007