@article{lsdtsllmaugmentedsemanticdigitaltwinsfor,
  title = {LSDTs: LLM-Augmented Semantic Digital Twins for Adaptive Knowledge-Intensive Infrastructure Planning},
  author = {Naiyi Li and Zihui Ma and Runlong Yu and Lingyao Li},
  year = {2025},
  eprint = {2508.06799},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2508.06799},
}