Comparison of ANN and XGBoost surrogate models trained on small numbers of building energy simulations

• Sanja Stevanović ,

  Roles Data curation, Funding acquisition, Investigation, Resources, Writing – original draft, Writing – review & editing

  * E-mail: sanja.stevanovic@mi.sanu.ac.rs

  Affiliations Mathematical Institute of the Serbian Academy of Sciences and Arts, Belgrade, Serbia, FAMNIT, University of Primorska, Koper, Slovenia

  https://orcid.org/0000-0001-7723-3417

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• Husain Dashti,

  Roles Formal analysis, Investigation, Resources, Supervision, Validation, Writing – original draft, Writing – review & editing

  Affiliation College of Architecture, Kuwait University, Safat, Kuwait

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• Marko Milošević,

  Roles Formal analysis, Investigation, Resources, Software, Visualization

  Affiliation Faculty of Sciences and Mathematics, University of Niš, Niš, Serbia

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• Salem Al-Yakoob,

  Roles Conceptualization, Formal analysis, Investigation, Methodology, Supervision, Validation, Writing – review & editing

  Affiliation Faculty of Science, Kuwait University, Safat, Kuwait

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• Dragan Stevanović

  Roles Conceptualization, Data curation, Formal analysis, Methodology, Software, Validation, Visualization, Writing – original draft, Writing – review & editing

  Affiliation Abdullah Al Salem University, Khaldiya, Kuwait

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