Journal Pre-proofs Generating Future Weather Files under Climate Change Scenarios to Support Building Energy Simulation — a Machine Learning Approach Mirata Hosseini, Anahita Bigtashi, Bruno Lee PII: S0378-7788(20)30742-8 DOI: https://doi.org/10.1016/j.enbuild.2020.110543 Reference: ENB 110543 To appear in: Energy & Buildings Received Date: 8 March 2020 Revised Date: 5 October 2020 Accepted Date: 5 October 2020 Please cite this article as: M. Hosseini, A. Bigtashi, B. Lee, Generating Future Weather Files under Climate Change Scenarios to Support Building Energy Simulation — a Machine Learning Approach, Energy & Buildings (2020), doi: https://doi.org/10.1016/j.enbuild.2020.110543 This is a PDF file of an article that has undergone enhancements after acceptance, such as the addition of a cover page and metadata, and formatting for readability, but it is not yet the definitive version of record. This version will undergo additional copyediting, typesetting and review before it is published in its final form, but we are providing this version to give early visibility of the article. Please note that, during the production process, errors may be discovered which could affect the content, and all legal disclaimers that apply to the journal pertain. © 2020 Published by Elsevier B.V.