@article{ananalyticalpriorframeworkfordataefficie,
  title = {A Data-Efficient Analytical Prior Machine Learning Framework for Sound Reduction Frequency Prediction in Helmholtz Resonators},
  author = {Jiaming Li},
  year = {2026},
  eprint = {2608.16873},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2608.16873},
}