Publications

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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
Raeker E, Pusch K, Forsik S, Zhou N, Dicus A, Ren Q-Q, Poplawsky J, Kirka M., Pollock T.  2023.  Minor Elements and Solidification Cracking During Laser Powder-Bed Fusion of a High γ′ CoNi-Base Superalloy. Metallurgical and Materials Transactions. 54:1-14.
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.
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, Carton S, Muir C, Ghosh S, Downey D, Echlin M, Pollock T, Daly S.  2023.  Perspective: Large Language Models in Applied Mechanics. Journal of Applied Mechanics. 90:1-12.
Brodnik N, Carton S, Muir C, Ghosh S, Downey D, Echlin M, Pollock T, Daly S.  2023.  Perspective: Large Language Models in Applied Mechanics. Journal of Applied Mechanics. 90:1-12.
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.
Jangid D, Brodnik N, Echlin M, Daly S, Pollock T, Manjunath B..  2023.  Titanium 3D Microstructure for Physics-based Generative Models: A Dataset and Primer.
2021
Polonsky A, Raghavan N, Echlin M, Kirka M, Dehoff R, Pollock T.  2021.  3D Characterization of the Columnar-to-Equiaxed Transition in Additively Manufactured Inconel 718..
Rossin J, Leser P, Pusch K, Frey C, Murray SP, Torbet CJ, Smith S, Daly S, Pollock TM.  2021.  Bayesian inference of elastic constants and texture coefficients in additively manufactured cobalt-nickel superalloys using resonant ultrasound spectroscopy. Acta Materialia. 220:117287.
Polonsky A, Echlin M, Lenthe W, Dehoff R, Kirka M., Pollock T.  2021.  Corrigendum to “Defects and 3D structural inhomogeneity in electron beam additively manufactured Inconel 718” [Materials Characterization 143 (2018) 171–181]. Materials Characterization. 176:111069.
Zhang X, Stinville J-C, Pollock T, Dunne F.  2021.  Crystallography and elastic anisotropy in fatigue crack nucleation at nickel alloy twin boundaries. Journal of the Mechanics and Physics of Solids. 155:104538.
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.
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.
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
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.

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