@article{llmdrivendiscoveryofhighentropycatalysts,
  title = {LLM-Driven Discovery of High-Entropy Catalysts via Retrieval-Augmented Generation},
  author = {AI Scientists and Xinyi Lin and Danqing Yin and Ying Guo},
  year = {2026},
  eprint = {2603.15712},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2603.15712},
}