Publications

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Journal Article
Rettberg L, Callahan P., Goodlet B, Pollock T..  2021.  Rejuvenation of Directionally Solidified and Single-Crystal Nickel-Base Superalloys. Metallurgical and Materials Transactions A. 52
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.
Stinville J-C, Charpagne M-agathe, Cervellon A, Hémery S, Wang F, Callahan P., Valle V, Pollock T..  2022.  On the origins of fatigue strength in crystalline metallic materials. Science. 377:1065-1071.
Stinville J-C, Hestroffer J, Charpagne M-agathe, Polonsky A, Echlin M., Torbet C, Valle V, Nygren K., Miller M., Klaas O et al..  2022.  Multi-modal Dataset of a Polycrystalline Metallic Material: 3D Microstructure and Deformation Fields. Scientific Data. 9
Charpagne M-agathe, Stinville J-C, Polonsky A, Echlin M., Pollock T..  2021.  A Multi-modal Data Merging Framework for Correlative Investigation of Strain Localization in Three Dimensions. JOM. 73
Swaminathan B., McCarthy N., Almansour A, Sevener K, Pollock T., Kiser J., Daly S..  2021.  Microscale Characterization of Damage Accumulation in CMCs. Journal of the European Ceramic Society. 41:3082-3093.
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
Swaminathan B., McCarthy N., Almansour A, Sevener K, Musaffar A, Pollock T., Kiser J., Daly S..  2021.  Interpreting acoustic energy emission in SiC/SiC minicomposites through modeling of fracture surface areas. Journal of the European Ceramic Society.
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.