Publications

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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., 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., 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.
Pinz M, Weber G, Stinville J-C, Pollock T, Ghosh S.  2021.  A Data-Driven Bayesian Model for Predicting Fatigue Crack Nucleation in Polycrystalline Ni-Based Superalloys. SSRN Electronic Journal.
Wang F, Echlin MP, Taylor AA, Shin J, Bammes B, Levin BDA, De Graef M, Pollock TM, Gianola DS.  2021.  Electron backscattered diffraction using a new monolithic direct detector: High resolution and fast acquisition. Ultramicroscopy. 220:113160.
Frey C, Silverstein R, Pollock T.  2021.  A High Stability B2-Containing Refractory Multi-Principal Element Alloy. SSRN Electronic Journal.
Levin EE, Kitchaev DA, Eggeler YM, Mayer JA, Behera P, Gianola DS, Van der Ven A, Pollock TM, Seshadri R.  2021.  Influence of plastic deformation on the magnetic properties of Heusler MnAu2Al. Phys. Rev. Materials. 5
Latypov MI, Stinville JCharles, Mayeur JR, Hestroffer JM, Pollock TM, Beyerlein IJ.  2021.  Insight into microstructure-sensitive elastic strain concentrations from integrated computational modeling and digital image correlation. Scripta Materialia. 192:78–82.
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.
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.
Cappola J, Stinville J-C, Charpagne M-agathe, Callahan P, Echlin M, Pollock T, Pilchak A, Kasemer M.  2021.  On the Localization of Plastic Strain in Microtextured Regions of Ti-6Al-4V. Acta Materialia. 204:116492.
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
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
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
Dawson P, Miller M, Pollock T, Wendorf J, Mills L, Stinville J-C, Charpagne M-agathe, Echlin M.  2021.  Mechanical Metrics of Virtual Polycrystals (MechMet). Integrating Materials and Manufacturing Innovation. 10:1-21.
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.
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.
Echlin M, Kasemer M, Chatterjee K, Boyce D, Stinville J-C, Callahan P, Wielewski E, Park J-S, Williams J, Suter R et al..  2021.  Microstructure-Based Estimation of Strength and Ductility Distributions for α+β Titanium Alloys. Metallurgical and Materials Transactions A.
Echlin M, Kasemer M, Chatterjee K, Boyce D, Stinville J-C, Callahan P, Wielewski E, Park J-S, Williams J, Suter R et al..  2021.  Microstructure-Based Estimation of Strength and Ductility Distributions for α+β Titanium Alloys. Metallurgical and Materials Transactions A.
Latypov M, Hestroffer J, Stinville J-C, Mayeur J, Pollock T, Beyerlein I.  2021.  Modeling lattice rotation fields from discrete crystallographic slip bands in superalloys. Extreme Mechanics Letters. 49:101468.
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
Charpagne M-agathe, Hestroffer J, Polonsky A, Echlin M.P., Texier D, Valle V, Beyerlein I.J., Pollock T.m., Stinville J-C.  2021.  Slip localization in Inconel 718: A three-dimensional and statistical perspective. Acta Materialia. 215:117037.
Hémery S, Stinville J-C, Wang F, Charpagne M-agathe, Emigh M.G., Pollock T.m., Valle V.  2021.  Strain Localization and Fatigue Crack Formation at ( 0001 ) Twist Boundaries in Titanium Alloys. Acta Materialia. 219:117227.

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