Jialan Liu
Orcid: 0000-0002-0425-728X
According to our database1,
Jialan Liu
authored at least 18 papers
between 2007 and 2024.
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Bibliography
2024
Industrial-oriented machine learning big data framework for temporal-spatial error prediction and control with DTSMGCN model.
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.
Eng. Appl. Artif. Intell., January, 2024
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., 2024
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., 2024
Multi-layer parallel-perceptual-fusion spatiotemporal graph convolutional network for cross-domain, poor thermal information prediction in cloud-edge control services.
Adv. Eng. Informatics, 2024
Modeling and compensation of small-sample thermal error in precision machine tool spindles using spatial-temporal feature interaction fusion network.
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.
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.
Neural Comput. Appl., July, 2023
Sequence-to-sequence based LSTM network modeling and its application in thermal error control framework.
Appl. Soft Comput., May, 2023
Self learning-empowered thermal error control method of precision machine tools based on digital twin.
J. Intell. Manuf., February, 2023
Digital twin system of thermal error control for a large-size gear profile grinder enabled by gated recurrent unit.
J. Ambient Intell. Humaniz. Comput., February, 2023
2022
Transfer learning-based thermal error prediction and control with deep residual LSTM network.
Knowl. Based Syst., 2022
New mist-edge-fog-cloud system architecture for thermal error prediction and control enabled by deep-learning.
Eng. Appl. Artif. Intell., 2022
Correlation analysis-based thermal error control with ITSA-GRU-A model and cloud-edge-physical collaboration framework.
Adv. Eng. Informatics, 2022
Adv. Eng. Informatics, 2022
2021
Thermally-induced error compensation of spindle system based on long short term memory neural networks.
Appl. Soft Comput., 2021
2008
Error analysis of Parallel Multivalue Hybrid Methods for index-2 Differential-Algebraic Equations.
Int. J. Comput. Sci. Math., 2008
2007
Convergence results of two-step W-methods for two-parameter singular perturbation problems.
Appl. Math. Comput., 2007