A progressive fine-tuning strategy for domain-specific large language models in wastewater treatment plants safety

@article{tang2026progressive,
  title = {A progressive fine-tuning strategy for domain-specific large language models in wastewater treatment plants safety},
  author = {Li-Na Tang and Ziyi Bian and Kai Liu and Zhiyao Zhao and Jiping Xu and Xiaoyi Wang and Jiabin Yu},
  year = {2026},
  journal = {Scientific Reports},
  doi = {10.1038/s41598-026-56035-1},
  url = {https://doi.org/10.1038/s41598-026-56035-1},
}