Publications

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Author Title Type [ Year(Desc)]
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2021
Muir C., Swaminathan B., Almansour A, Sevener K, Smith C., Presby M, Kiser J., Pollock T., Daly S..  2021.  Damage mechanism identification in composites via machine learning and acoustic emission. npj Computational Materials. 7:95.
Muir C., Swaminathan B., Fields K., Almansour A, Sevener K, Smith C., Presby M, Kiser J., Pollock T., Daly S..  2021.  A machine learning framework for damage mechanism identification from acoustic emissions in unidirectional SiC/SiC composites. npj Computational Materials. 7
2023
Muir C., Swaminathan B., Musaffar A, McCarthy N.R., Almansour A, Pollock T.m., Kiser J.D., Smith C., Daly S., Sevener K.  2023.  In situ crack opening displacement growth rates of SiC/SiC ceramic matrix minicomposites. Journal of the European Ceramic Society. 43
Brodnik N.R., Muir C., Tulshibagwale N., Rossin J., Echlin M.P., Hamel C.M., Kramer S.L.B., Pollock T.m., Kiser J.D., Smith C. et al..  2023.  Perspective: Machine learning in experimental solid mechanics. Journal of the Mechanics and Physics of Solids. 173:105231.
Muir C., Tulshibagwale N., Furst A., Swaminathan B., Almansour A, Sevener K, Presby M, Kiser J., Pollock T., Daly S. et al..  2023.  Quantitative Benchmarking of Acoustic Emission Machine Learning Frameworks for Damage Mechanism Identification. Integrating Materials and Manufacturing Innovation. :1-12.