Forward variable selection enables fast and accurate dynamic system identification with Karhunen-Loève decomposed Gaussian processes

• Kyle Hayes,

  Roles Data curation, Investigation, Software, Validation, Visualization

  Affiliations National Energy Technology Laboratory, Morgantown, WV, United States of America, Department of Mechanical and Aerospace Engineering, West Virginia University, Morgantown, WV, United States of America

  ⨯
• Michael W. Fouts,

  Roles Data curation, Investigation, Software, Validation, Visualization

  Affiliation Department of Mechanical and Aerospace Engineering, West Virginia University, Morgantown, WV, United States of America

  ⨯
• Ali Baheri,

  Roles Investigation, Methodology, Writing – original draft

  ¤ Current address: Department of Mechanical Engineering, Rochester Institute of Technology, Rochester, NY, United States of America

  Affiliation Department of Mechanical and Aerospace Engineering, West Virginia University, Morgantown, WV, United States of America

  ⨯
• David S. Mebane

  Roles Conceptualization, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Software, Supervision, Writing – original draft, Writing – review & editing

  * E-mail: david.mebane@mail.wvu.edu

  Affiliations National Energy Technology Laboratory, Morgantown, WV, United States of America, Department of Mechanical and Aerospace Engineering, West Virginia University, Morgantown, WV, United States of America

  https://orcid.org/0000-0002-2198-7276

  ⨯