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Research

Dr Min Xia

Visiting Researcher

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  1. Published

    Laser shock peening enables 3D gradient metal structures: A case study on manufacturing self-armored hydrophobic surfaces

    Zhang, X., Liu, J., Xia, M. & Hu, Y., 28/02/2023, In: International Journal of Machine Tools and Manufacture. 185, 14 p., 103993.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  2. Published

    Modelling Composite Failure through Machine Learning

    Ding, X., Hou, X., Xia, M., Ismail, Y. & Ye, J., 1/09/2020.

    Research output: Contribution to conference - Without ISBN/ISSN › Abstract › peer-review

  3. Published

    Modified Stacked Autoencoder Using Adaptive Morlet Wavelet for Intelligent Fault Diagnosis of Rotating Machinery

    Shao, H., Xia, M., Wan, J. & de Silva, C. W., 28/02/2022, In: IEEE ASME Trans Mechatron. 27, 1, p. 24-33 10 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  4. Published

    Multi-scale deep intra-class transfer learning for bearing fault diagnosis

    Wang, X., Shen, C., Xia, M., Wang, D., Zhu, J. & Zhu, Z., 1/10/2020, In: Reliability Engineering and System Safety. 202, 15 p., 107050.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  5. Published

    Multistage laser shock improves surface structural properties of aluminum alloy

    Zhang, X., Xia, M., Zhang, C. & Hu, Y., 1/05/2023, In: International Journal of Mechanical Sciences. 245, 108101.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  6. Published

    Multi-view Bayesian spatio-temporal graph neural networks for reliable traffic flow prediction

    Xia, J., Wang, S., Wang, X., Xia, M., Xie, K. & Cao, J., 1/01/2024, In: International Journal of Machine Learning and Cybernetics. 15, 1, p. 65-78 14 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  7. Published

    Noise-Boosted Convolutional Neural Network for Edge-based Motor Fault Diagnosis with Limited Samples

    Chen, L., An, K., Huang, D., Wang, X., Xia, M. & Lu, S., 30/09/2023, In: IEEE Transactions on Industrial Informatics. 19, 9, p. 9491-9502 12 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  8. E-pub ahead of print

    Physics-Informed Machine Learning for Accurate Prediction of Temperature and Melt Pool Dimension in Metal Additive Manufacturing

    Jiang, F., Xia, M. & Hu, Y., 8/05/2023, (E-pub ahead of print) In: 3D Printing and Additive Manufacturing.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  9. Published

    Prediction of regional wind power generation using a multi-objective optimized deep learning model with temporal pattern attention

    Chen, W., Zhou, H., Cheng, L. & Xia, M., 1/09/2023, In: Energy. 278, Part B, 127942.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  10. Published

    Predictions of macroscopic mechanical properties and microscopic cracks of unidirectional fibre-reinforced polymer composites using deep neural network (DNN)

    Ding, X., Hou, X., Xia, M., Ismail, Y. & Ye, J., 15/12/2022, In: Composite Structures. 302, 13 p., 116248.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

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