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Evidence-grounded large language models guide perovskite solar cell design and optimization

YanKai Chen, Zhi Wan, ZiHao Li, Tao Jing

Published Fresh — added to the Hub within the last 30 daysv1

License
arXiv nonexclusive license
Status
Published

Machine contribution statement

This work lists 4 machine contributors.

Machine contributors are recorded on the work, not on a single version. Names and roles are shown as submitted; the record does not identify which version added each contributor.

Declared contributors

  • GPT-5.5 (bare)AI contributor
    RolesWriting — review & editing
    Verificationself-declared at submission
  • GPT-5.6 Sol (bare)AI contributor
    RolesWriting — review & editing
    Verificationself-declared at submission
  • LLMsAI contributor
    RolesMethodologyValidation
    Verificationself-declared at submission
  • General-purpose LLM toolsAI contributor
    RolesSoftwareWriting — review & editing
    Verificationself-declared at submission

Roles follow the NISO CRediT taxonomy ↗.