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PUBLICATIONS > JOURNALS

  • D. Veerababu, R. Ashwin, Prasanta Kumar Ghosh, "Improving neural network training using loss-based dynamic learning rate schedule for PINNs and image classification", accepted in Machine Learning with Applications, 21, 100697, 2025.. [pdf]
  • D. Veerababu, Prasanta Kumar Ghosh, "Prediction of acoustic field in 1-D uniform duct with varying mean flow and temperature using neural networks", accepted in Journal of Theoretical and Computational Acoustics, 33(2), 2440003, 2025.. [pdf]
  • Veerababu Dharanalakota and Prasanta Kumar Ghosh, "Solving 2-D Helmholtz equation in the rectangular, circular, and elliptical domains using neural networks", accepted in Journal of Sound and Vibration, Volume 607, 2025, 119022, ISSN 0022-460X. [pdf]