Accepted Manuscript Estimation of optimum tuned mass damper parameters via machine learning Melda Yucel, Gebrail Bekdaş, Sinan Melih Nigdeli, Selcuk Sevgen PII: S2352-7102(19)30364-X DOI: https://doi.org/10.1016/j.jobe.2019.100847 Article Number: 100847 Reference: JOBE 100847 To appear in: Journal of Building Engineering Received Date: 6 March 2019 Revised Date: 18 June 2019 Accepted Date: 20 June 2019 Please cite this article as: M. Yucel, G. Bekdaş, S.M. Nigdeli, S. Sevgen, Estimation of optimum tuned mass damper parameters via machine learning, Journal of Building Engineering (2019), doi: https:// doi.org/10.1016/j.jobe.2019.100847. This is a PDF file of an unedited manuscript that has been accepted for publication. As a service to our customers we are providing this early version of the manuscript. The manuscript will undergo copyediting, typesetting, and review of the resulting proof before it is published in its final form. 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.