Deep learning based two-stage multi-source data fusion model with transformer and cross-attention for surface roughness prediction in precision turning

Benjia Tang, Lianjie Ma, Zequn Chen, Yang Sun, Siyu Cheng, Jing Jia, Yao Sun, Yunguang Zhou, Ming Li, Yanqing Tan. Deep learning based two-stage multi-source data fusion model with transformer and cross-attention for surface roughness prediction in precision turning. Eng. Appl. of AI, 179:115291, 2026. [doi]

@article{TangMCSCJSZLT26,
  title = {Deep learning based two-stage multi-source data fusion model with transformer and cross-attention for surface roughness prediction in precision turning},
  author = {Benjia Tang and Lianjie Ma and Zequn Chen and Yang Sun and Siyu Cheng and Jing Jia and Yao Sun and Yunguang Zhou and Ming Li and Yanqing Tan},
  year = {2026},
  doi = {10.1016/j.engappai.2026.115291},
  url = {https://doi.org/10.1016/j.engappai.2026.115291},
  researchr = {https://researchr.org/publication/TangMCSCJSZLT26},
  cites = {0},
  citedby = {0},
  journal = {Eng. Appl. of AI},
  volume = {179},
  pages = {115291},
}