Publications

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2025
Mohanty JPrakash, Thomas A, Pollock TM, Durmaz ARiza.  2025.  Mining multimodal fatigue data using reasoning foundation models and formalized domain knowledge. ChemRxiv.
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.
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.
Peters AB, Zhang D, Chen S, Ott C, Oses C, Curtarolo S, McCue I, Pollock TM, Prameela SEswarappa.  2024.  Materials design for hypersonics. Nat. Commun.. 15:3328.
Parsa A.B., Bürger D., Pollock T.M., Eggeler G..  2024.  Misfit and the mechanism of high temperature and low stress creep of Ni-base single crystal superalloys. Acta Materialia. 264:119576.
2023
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.
2022
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
Lamb J, Echlin M, Polonsky A, Geurts R, Pusch K, Raeker E, Botman A, Torbet C, Pollock T.  2022.  Merging Machine Learning and TriBeam Tomography for 3D Defect Detection in an AM CoNi-Based Superalloy. Microscopy and Microanalysis. 28:862-863.
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
2021
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.
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.
Francis T, Rottmann P, Polonsky A, Charpagne M-agathe, Echlin M, Livescu V, Jones D, Gray G., Graef M, Pollock T.  2021.  Multimodal 3D Characterization of Voids in Shock-Loaded Tantalum: Implications for Ductile Spallation Mechanisms. Acta Materialia. 215:117057.
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
2020
Stinville J.C., Charpagne M.A., Bourdin F., Callahan P.G., Chen Z., Echlin M.P., Texier D., Cormier J., Villechaise P., Pollock T.M. et al..  2020.  Measurement of elastic and rotation fields during irreversible deformation using Heaviside-digital image correlation. Materials Characterization. 169:110600.
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.
Murray SP, Pusch KM, Polonsky AT, Torbet CJ, Seward GGE, Nandwana P, Kirka MM, Dehoff RR, Zhou N, Forsik SAJ et al..  2020.  Microstructure and Tensile Properties of a CoNi-Based Superalloy Fabricated by Selective Electron Beam Melting. Superalloys 2020.
Wang F, Balbus GH, Xu S, Su Y, Shin J, Rottmann PF, Knipling KE, Stinville JCharles, Mills LH, Senkov ON et al..  2020.  Multiplicity of dislocation pathways in a refractory multiprincipal element alloy. Science. 370:95–101.
Ghosh S, Weber G, Pinz M, Bagri A, Pollock TM, Lenthe W, Stinville J-C, Uchic MD, Woodward C.  2020.  Multi-scale Microstructure and Property-Based Statistically Equivalent RVEs for Modeling Nickel-Based Superalloys. Integrated Computational Materials Engineering (ICME): Advancing Computational and Experimental Methods. :55–90.
2019
Avallone JT, Nizolek TJ, Pollock TM, Begley MR.  2019.  A model for high temperature deformation of nanolaminate Cu-Nb composites. Materials Science and Engineering A. 761:138016.
2018
Bourdin F., Stinville J.C, Echlin M.P, Callahan P.G, Lenthe W.C, Torbet C.J, Texier D., Bridier F., Cormier J., Villechaise P. et al..  2018.  Measurements of plastic localization by heaviside-digital image correlation. Acta Materialia. 157:307–325.

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