LLM4Fluid: Large Language Models as Generalizable Neural Solvers for Fluid Dynamics

Published in arXiv:2601.21681, 2026

Xiao Q, Chen X, Wang Q, Guo X, Wang B, Chen W, Zhichao Wang, et al.

@misc{xiao2026llm4fluidlargelanguagemodels,
      title={LLM4Fluid: Large Language Models as Generalizable Neural Solvers for Fluid Dynamics}, 
      author={Qisong Xiao and Xinhai Chen and Qinglin Wang and Xiaowei Guo and Binglin Wang and Weifeng Chen and Zhichao Wang and Yunfei Liu and Rui Xia and Hang Zou and Gencheng Liu and Shuai Li and Jie Liu},
      year={2026},
      eprint={2601.21681},
      archivePrefix={arXiv},
      primaryClass={cs.LG},
      url={https://arxiv.org/abs/2601.21681}, 
}

Recommended citation: Xiao Q, Chen X, Wang Q, Guo X, Wang B, Chen W, Wang Z, et al. LLM4Fluid: Large Language Models as Generalizable Neural Solvers for Fluid Dynamics[J]. arXiv:2601.21681, 2026.
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