@article{probingmaterialsknowledgeinllmsfromlaten,
  title = {Probing Materials Knowledge in LLMs: From Latent Embeddings to Reliable Predictions},
  author = {Vineeth Venugopal and Soroush Mahjoubi and Elsa Olivetti},
  year = {2026},
  eprint = {2603.01834},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2603.01834},
}