@article{toolaugmentedagentforclosedloopoptimizat,
  title = {Tool-Augmented Agent for Closed-loop Optimization,Simulation,and Modeling Orchestration},
  author = {Liyuan Deng and Shujian Deng and Yongkang Chen and Yongkang Dai and Zhihang Zhong and Linyang Li and Xiao Sun and Yilei Shi and Huaxi Huang},
  year = {2026},
  eprint = {2605.20190},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2605.20190},
}