A data-driven time-sequence feature-based composite network of time-distributed CNN-LSTM for detecting pore defects in laser penetration welding

Shenghong Yan, Bo Chen, Caiwang Tan, Xiaoguo Song, Guodong Wang. A data-driven time-sequence feature-based composite network of time-distributed CNN-LSTM for detecting pore defects in laser penetration welding. J. Intelligent Manufacturing, 36(5):3509-3526, June 2025. [doi]

@article{YanCTSW25,
  title = {A data-driven time-sequence feature-based composite network of time-distributed CNN-LSTM for detecting pore defects in laser penetration welding},
  author = {Shenghong Yan and Bo Chen and Caiwang Tan and Xiaoguo Song and Guodong Wang},
  year = {2025},
  month = {June},
  doi = {10.1007/s10845-024-02391-6},
  url = {https://doi.org/10.1007/s10845-024-02391-6},
  researchr = {https://researchr.org/publication/YanCTSW25},
  cites = {0},
  citedby = {0},
  journal = {J. Intelligent Manufacturing},
  volume = {36},
  number = {5},
  pages = {3509-3526},
}