@article{autonomousheterogeneouscatalystdiscovery,
  title = {Autonomous heterogeneous catalyst discovery with a self-evolving multi-agent digital twin},
  author = {Zhilong Song and Zongmin Zhang and Lixue Cheng},
  year = {2026},
  eprint = {2606.05050},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2606.05050},
}