Conformer-PhyFaultNet: Physics-Informed Spectral Attention Conformer for Generalizable Bearing Fault Diagnosis

Rizwan Ullah, Hazrat Bilal, Muhammad Shamrooz Aslam, Sarra Ayouni, Abdul Majid, Athanasios V. Vasilakos, Thippa Reddy Gadekallu. Conformer-PhyFaultNet: Physics-Informed Spectral Attention Conformer for Generalizable Bearing Fault Diagnosis. IEEE Internet of Things Journal, 13(8):17538-17552, april15 2026. [doi]

@article{UllahBAAMVG26,
  title = {Conformer-PhyFaultNet: Physics-Informed Spectral Attention Conformer for Generalizable Bearing Fault Diagnosis},
  author = {Rizwan Ullah and Hazrat Bilal and Muhammad Shamrooz Aslam and Sarra Ayouni and Abdul Majid and Athanasios V. Vasilakos and Thippa Reddy Gadekallu},
  year = {2026},
  month = {april15},
  doi = {10.1109/JIOT.2026.3662413},
  url = {https://doi.org/10.1109/JIOT.2026.3662413},
  researchr = {https://researchr.org/publication/UllahBAAMVG26},
  cites = {0},
  citedby = {0},
  journal = {IEEE Internet of Things Journal},
  volume = {13},
  number = {8},
  pages = {17538-17552},
}