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
Meynell S, Eggeler Y, Bocarsly J, Kitchaev D, Rhodes B, Pollock T, Wilson S, Ven A, Seshadri R, Graef M et al..  2023.  Inducing skyrmion flop transitions in Co 8 Zn 8 Mn 4 at room temperature. Physical Review Materials. 7
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.
Tourret D, Klemm-Toole J, Eres-Castellanos A, Rodgers B, Becker G, Saville A, Ellyson B, Johnson C, Milligan B, Copley J et al..  2023.  Morphological Stability of Solid-Liquid Interfaces Under Additive Manufacturing Conditions. Acta Materialia. 250:118858.
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.
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.
2022
Jangid D, Brodnik N, Khan A, Goebel M, Echlin M, Pollock T, Daly S, Manjunath B..  2022.  3D Grain Shape Generation in Polycrystals Using Generative Adversarial Networks. Integrating Materials and Manufacturing Innovation. 11
Jangid D, Brodnik N, Goebel M, Khan A, Majeti SS, Echlin M, Daly S, Pollock T, Manjunath B..  2022.  Adaptable physics-based super-resolution for electron backscatter diffraction maps. npj Computational Materials. 8
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.
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.
Murray S, Raeker E, Pusch K, Frey C, Torbet C, Zhou N, Forsik S, Dicus A, Colombo G, Kirka M. et al..  2022.  Microstructure Evolution and Tensile Properties of a Selectively Laser Melted CoNi-Base Superalloy. Metallurgical and Materials Transactions A. 53
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
Polonsky A, Raghavan N, Echlin M, Kirka M., Dehoff R, Pollock T.  2022.  Scan strategies in EBM-printed IN718 and the physics of bulk 3D microstructure development. Materials Characterization. 190:112043.
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..
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.
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.
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
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
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.

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