@article{lessonsfromthetrenchesonevaluating,
  title = {Lessons from the trenches on evaluating machine-learning systems in materials science},
  author = {Nawaf Alampara and Mara Schilling-Wilhelmi and Kevin Maik Jablonka},
  year = {2025},
  eprint = {2503.10837},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2503.10837v2},
}