@article{mlipilotllmdrivenautoresearchformachinel,
  title = {MLIPilot: LLM-Driven Auto-Research for Machine-Learned Interatomic Potentials},
  author = {Etinosa Osaro and Santosh Adhikari and Stamatia Zavitsanou and Kelsey Parker and Dario Rocca},
  year = {2026},
  eprint = {2605.30889},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2605.30889},
}