Mephisto: Self-Improving Large Language Model-Based Agents for Automated Interpretation of Multi-band Galaxy Observations

BibTeX Entry

@article{2025arXiv251008354S,
  author = {{Sun}, Zechang and {Ting}, Yuan-Sen and {Liang}, Yaobo and {Duan}, Nan and {Huang}, Song and {Cai}, Zheng},
  title = {{Mephisto: Self-Improving Large Language Model-Based Agents for Automated Interpretation of Multi-band Galaxy Observations}},
  journal = {arXiv e-prints},
  keywords = {Instrumentation and Methods for Astrophysics, Astrophysics of Galaxies},
  year = {2025},
  month = oct,
  eid = {arXiv:2510.08354},
  pages = {arXiv:2510.08354},
  archiveprefix = {arXiv},
  eprint = {2510.08354},
  primaryclass = {astro-ph.IM},
  adsurl = {https://ui.adsabs.harvard.edu/abs/2025arXiv251008354S},
  adsnote = {Provided by the SAO/NASA Astrophysics Data System},
  dimensions = {true},
  lrdkeys = {jwst, multi-wavelength, photometry, sed, starburst},
  month_numeric = {10}
}

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