@article{towardautonomousengineeringdesignaknowle,
  title = {Toward Autonomous Engineering Design: A Knowledge-Guided Multi-Agent Framework},
  author = {Varun Kumar and George Em Karniadakis},
  year = {2025},
  eprint = {2511.03179},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2511.03179},
}