Publications

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2019
de Pablo JJ, Jackson NE, Webb MA, Chen LQing, Moore JE, Morgan D, Jacobs R, Pollock T, Schlom DG, Toberer ES et al..  2019.  New frontiers for the materials genome initiative. npj Computational Materials. 5:1–23.
2020
Swaminathan B., McCarthy N.R, Almansour A.S, Sevener K., Pollock T.M, Kiser J.D, Daly S..  2020.  Microscale characterization of damage accumulation in CMCs. Journal of the European Ceramic Society.
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.
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., 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, Pollock T., Kiser J., Daly S..  2021.  Microscale Characterization of Damage Accumulation in CMCs. Journal of the European Ceramic Society. 41:3082-3093.
2022
Zhang M, Yu Q, Frey C, Walsh F, Payne M, Kumar P, Liu D, Pollock T, Asta M, Ritchie R et al..  2022.  Determination of peak ordering in the CrCoNi medium-entropy alloy via nanoindentation. Acta Materialia. 241:118380.
Bean C, Wang F, Charpagne M-agathe, Villechaise P., Valle V, Agnew S.R., Gianola D.S., Pollock T.m., Stinville J-C.  2022.  Heterogeneous slip localization in an additively manufactured 316L stainless steel. International Journal of Plasticity. 159:103436.
Prameela SEswarappa, Pollock T, Raabe D, Meyers M, Aitkaliyeva A, Chintersingh K-L, Cordero Z, Graham-Brady L.  2022.  Materials for extreme environments. Nature Reviews Materials. 8
2023
Wang F, Stinville J-C, Charpagne M-agathe, Echlin M, Agnew S, Pollock T, Graef M, Gianola D.  2023.  Dislocation cells in additively manufactured metallic alloys characterized by electron backscatter diffraction pattern sharpness. Materials Characterization. 197:112673.
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
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.
2024
Muir C, Gibson T, Hilmas A, Almansour AS, Sevener K, Kiser JD, Pollock TM, Daly S, Smith C.  2024.  Machine learning based damage identification in SiC/SiC composites from acoustic emissions using autoencoders. Compos. B Eng.. 287:111802.
Ahmadikia B, Shadle D, Stinville J-C, Nygren KE, M Kumar A, Pollock TM, Miller MP, Beyerlein IJ.  2024.  Role of microstructure on the development of local orientation gradients in polycrystals. J. Mater. Res. Technol.. 33:168–179.
2025
Mullin KM, Allgor EC, Holgate CS, Monir K, Seward GGE, Philips NR, Pollock TM.  2025.  High-throughput refractory alloy design for additive manufacturing. Materials & Design. 259
Mullin KM, Allgor EC, Holgate CS, Monir K, Seward GGE, Philips NR, Pollock TM.  2025.  High-throughput refractory alloy design for additive manufacturing. Mater. Des.. 259:114911.
Ahmadikia B, Bean C, Stinville J-C, Pollock TM, Beyerlein IJ.  2025.  Modeling the evolution of slip localization: Realization of link to material strength. Acta Mater.. 299:121314.

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