@article{systematicllmtranslationoflegacyscientif,
  title = {Systematic LLM Translation of Legacy Scientific Code to Differentiable Frameworks: Application to a Land Surface Model},
  author = {Aya Lahlou and Linnia Hawkins and Pierre Gentine},
  year = {2026},
  eprint = {2606.07681},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2606.07681},
}