Mephisto: Self-improving Large Language Model─based Agents for Automated Interpretation of Multiband Galaxy Observations

BibTeX Entry

@article{2026ApJS..285...28S,
  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 Multiband Galaxy Observations}},
  journal = {\apjs},
  keywords = {Astronomical research, Astronomy data analysis, Galaxy physics, Spectral energy distribution, 91, 1858, 612, 2129},
  year = {2026},
  month = jul,
  volume = {285},
  number = {1},
  eid = {28},
  pages = {28},
  doi = {10.3847/1538-4365/ae5d3a},
  adsurl = {https://ui.adsabs.harvard.edu/abs/2026ApJS..285...28S},
  adsnote = {Provided by the SAO/NASA Astrophysics Data System},
  dimensions = {true},
  lrdkeys = {jwst, photometry, sed},
  eprint = {2510.08354},
  archiveprefix = {arXiv},
  primaryclass = {astro-ph.IM},
  month_numeric = {7}
}

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