@article{thinkbeforeyoudiffusellmsguidedphysics,
  title = {Think Before You Diffuse: LLMs-Guided Physics-Aware Video Generation},
  author = {Ke Zhang and Cihan Xiao and Yiqun Mei and Jiacong Xu and Vishal M. Patel},
  year = {2025},
  eprint = {2505.21653},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2505.21653v1},
}