Publications

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2023
Rossin J, Leser P, Benzing J, Torbet C, Dillon R, Smith S, Daly S, Pollock T.  2023.  Nondestructive quantification of single crystal elasticity for additively manufactured SB-CoNi-10C, IN625, and Ti64. NDT & E International. 135:102803.
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.
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.
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.
Hestroffer J, Stinville J-C, Charpagne M-agathe, Miller M, Pollock T, Beyerlein I.  2023.  Slip localization behavior at triple junctions in nickel-base superalloys. Acta Materialia. 249:118801.
2022
Cormier J, Stinville J-C, Suave LMataveli, Mauget F, Patrick V, Marcin L, Pollock T.  2022.  Damage Nucleation During Transverse Creep of a Directionally Solidified Ni-based Superalloy. Materials Science and Engineering A. 858:144089.
Cormier J, Stinville J-C, Suave LMataveli, Mauget F, Patrick V, Marcin L, Pollock T.  2022.  Damage Nucleation During Transverse Creep of a Directionally Solidified Ni-based Superalloy. Materials Science and Engineering A. 858:144089.
Pinz M, Weber G, Stinville J-C, Pollock T, Ghosh S.  2022.  Data-driven Bayesian model-based prediction of fatigue crack nucleation in Ni-based superalloys. npj Computational Materials. 8
Hestroffer J, Latypov M, Stinville J-C, Charpagne M-agathe, Valle V, Miller M, Pollock T, Beyerlein I.  2022.  Development of grain-scale slip activity and lattice rotation fields in Inconel 718. Acta Materialia. 226:117627.
Cao H, Zhu J, Zhang C, Wu K, Saddock N, Jones J., Pollock T, Schmid-Fetzer R, Chang Y..  2022.  Experimental investigation and thermodynamic modelling of the Mg–Al-rich region of the Mg–Al–Sr System. International Journal of Materials Research. 97:422-428.
Cao H, Zhu J, Zhang C, Wu K, Saddock N, Jones J., Pollock T, Schmid-Fetzer R, Chang Y..  2022.  Experimental investigation and thermodynamic modelling of the Mg–Al-rich region of the Mg–Al–Sr System. International Journal of Materials Research. 97:422-428.
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.
Frey C, Silverstein R, Pollock T.  2022.  A high stability B2-containing refractory multi-principal element alloy. Acta Materialia. 229:117767.
Jasien C, Saville A, Becker C, Klemm-Toole J, Fezzaa K, Sun T, Pollock T, Clarke A.  2022.  In Situ X-ray Radiography and Computational Modeling to Predict Grain Morphology in β-Titanium during Simulated Additive Manufacturing. Metals. 12:1217.
Jasien C, Saville A, Becker C, Klemm-Toole J, Fezzaa K, Sun T, Pollock T, Clarke A.  2022.  In Situ X-ray Radiography and Computational Modeling to Predict Grain Morphology in β-Titanium during Simulated Additive Manufacturing. Metals. 12:1217.
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
Stinville J-C, Ludwig W, Callahan P.G., Echlin M.P., Valle V, Pollock T.m., Proudhon H.  2022.  Observation of bulk plasticity in a polycrystalline titanium alloy by diffraction contrast tomography and topotomography. Materials Characterization. 188:111891.
Echlin M, Polonsky A, Lenthe W, Titus M, Geurts R, Botman A, Straw M, Gumbsch P, Pollock T.  2022.  Observations of Damage, Defects, and Structuring in Femtosecond Laser Ablated Surfaces. Microscopy and Microanalysis. 28:872-873.
Charpagne M-agathe, Stinville J-C, Wang F, Philips N, Pollock T.m..  2022.  Orientation dependent plastic localization in the refractory high entropy alloy HfNbTaTiZr at room temperature. Materials Science and Engineering: A. 848:143291.
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.
Rossin J, Leser P, Pusch K, Frey C, Vogel SC, Saville AI, Torbet C, Clarke AJ, Daly S, Pollock TM.  2022.  Single crystal elastic constants of additively manufactured components determined by resonant ultrasound spectroscopy. Materials Characterization. 192:112244.
Mills L, Emigh M, Frey C, Philips N, Murray S, Shin J, Gianola D, Pollock T.  2022.  Temperature-dependent tensile behavior of the HfNbTaTiZr multi-principal element alloy. Acta Materialia. 245:118618.

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