Ultrasonic wave field image augmentation in PZT sensors using generative machine learning and Coulomb coupling

Pragyan Banerjee, Shivam Ojha, Nur M. M. Kalimullah, Amit Shelke, Anowarul Habib

Open source

DOI: 10.1051/aacus/2025002
Published: 2025
Container: Acta Acustica
Publisher: EDP Sciences
Open access: unknown

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Cite this work

BibTeX

@article{allodium:10.1051/aacus/2025002,
  title = {Ultrasonic wave field image augmentation in PZT sensors using generative machine learning and Coulomb coupling},
  author = {Pragyan Banerjee and Shivam Ojha and Nur M. M. Kalimullah and Amit Shelke and Anowarul Habib},
  year = {2025},
  journal = {Acta Acustica},
  doi = {10.1051/aacus/2025002},
  url = {https://doi.org/10.1051/aacus/2025002}
}

RIS

TY  - JOUR
TI  - Ultrasonic wave field image augmentation in PZT sensors using generative machine learning and Coulomb coupling
AU  - Pragyan Banerjee
AU  - Shivam Ojha
AU  - Nur M. M. Kalimullah
AU  - Amit Shelke
AU  - Anowarul Habib
PY  - 2025
JO  - Acta Acustica
DO  - 10.1051/aacus/2025002
UR  - https://doi.org/10.1051/aacus/2025002
ER  -

APA

Banerjee, P., Ojha, S., Kalimullah, N. M. M., Shelke, A., & Habib, A. (2025). Ultrasonic wave field image augmentation in PZT sensors using generative machine learning and Coulomb coupling. Acta Acustica. https://doi.org/10.1051/aacus/2025002

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crossref · retrieved 2026-11-08T12:29:12.682Z