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Peer-reviewedCC BYMaterials (Basel, Switzerland)

Acoustic Emission Metrology for Real-Time TIG Welding Monitoring: Spectral Characterization and Interpretability via Explainable AI

  • Nandakumar Balakrishnan1
  • Sumesh Arangot1
  • Binoy B. Nair2
  • Krishnakumar Ponnusamy1
  • Dinu Thomas Thekkuden3
  • Jithin Edacheri Veetil4
4 affiliations
  1. 1Department of Mechanical Engineering, Amrita School of Engineering, Amrita Vishwa Vidyapeetham, Coimbatore 641112, India; (N.B.); (K.P.)
  2. 2Department of Electronics and Communication Engineering, Amrita School of Engineering, Amrita Vishwa Vidyapeetham, Coimbatore 641112, India;
  3. 3Mechanical and Industrial Engineering Department, Abu Dhabi University, Abu Dhabi 59911, United Arab Emirates;
  4. 4Amrita School of Artificial Intelligence, Amrita Vishwa Vidyapeetham, Coimbatore 641112, India;
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Cite

BibTeXRIS
BibTeX
@article{balakrishnan2026acoustic,
  title = {{Acoustic Emission Metrology for Real-Time TIG Welding Monitoring: Spectral Characterization and Interpretability via Explainable AI}},
  author = {Nandakumar Balakrishnan and Sumesh Arangot and Binoy B. Nair and Krishnakumar Ponnusamy and Dinu Thomas Thekkuden and Jithin Edacheri Veetil},
  journal = {Materials (Basel, Switzerland)},
  year = {2026},
  month = sep,
  url = {https://europepmc.org/article/PMC/PMC13666418},
  note = {CC BY},
}
RIS
TY  - JOUR
TI  - Acoustic Emission Metrology for Real-Time TIG Welding Monitoring: Spectral Characterization and Interpretability via Explainable AI
AU  - Nandakumar Balakrishnan
AU  - Sumesh Arangot
AU  - Binoy B. Nair
AU  - Krishnakumar Ponnusamy
AU  - Dinu Thomas Thekkuden
AU  - Jithin Edacheri Veetil
PY  - 2026
DA  - 2026/09/24
JO  - Materials (Basel, Switzerland)
UR  - https://europepmc.org/article/PMC/PMC13666418
SN  - 1996-1944
ER  -