Explaining solar forecasts with generative AI: A two-stage framework combining transformers and LLMs

• Ayesha Siddiqa,

  Roles Conceptualization, Data curation, Formal analysis, Methodology, Visualization, Writing – original draft

  Affiliation Department of Computer Science, University of Wah, Wah, Pakistan

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• Nadim Rana ,

  Roles Conceptualization, Funding acquisition, Investigation, Methodology, Project administration

  * E-mail: nadimrana@jazanu.edu.sa (NR); wazir.zada.khan@uow.edu.pk, wazirzadakhan@yahoo.com (WZK)

  Affiliation Department of Computer Science, College of Engineering and Computer Science, Jazan University, Jazan, Saudi Arabia

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• Wazir Zada Khan ,

  Roles Conceptualization, Investigation, Methodology, Validation, Visualization, Writing – original draft, Writing – review & editing

  * E-mail: nadimrana@jazanu.edu.sa (NR); wazir.zada.khan@uow.edu.pk, wazirzadakhan@yahoo.com (WZK)

  Affiliation Department of Computer Science, University of Wah, Wah, Pakistan

  https://orcid.org/0000-0003-0819-4236

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• Fathe Jeribi,

  Roles Funding acquisition, Project administration, Supervision, Visualization, Writing – review & editing

  Affiliations Department of Computer Science, College of Engineering and Computer Science, Jazan University, Jazan, Saudi Arabia, Engineering and Technology Research Center, Jazan University, Jazan, Saudi Arabia

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• Ali Tahir

  Roles Data curation, Formal analysis, Resources, Validation

  Affiliation Department of Computer Science, College of Engineering and Computer Science, Jazan University, Jazan, Saudi Arabia

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