Publications

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2025
Raeker EB, Tulshibagwale N, Mullin KM, Lamb JD, Pollock TM.  2025.  Detection and classification of cracking via acoustic emission during laser-melting screening for additive manufacturing. JOM (1989). 77:7274–7286.
Mohanty JPrakash, Thomas A, Pollock TM, Durmaz ARiza.  2025.  Mining multimodal fatigue data using reasoning foundation models and formalized domain knowledge. ChemRxiv.
Kube SA, Bordeenithikasem P, Ziemke P, Lamb J, Rossin J, Torbet C, Begley MR, R Dillon P, Pollock TM.  2025.  Non-destructive evaluation of bulk metallic glass components using resonance ultrasound spectroscopy. Appl. Mater. Today. 42:102529.
Ventura NMDella, Lamb JD, Lenthe WC, Echlin MLP, Pürstl JT, Trageser ES, Quevedo AM, Begley MR, Pollock TM, Gianola DS et al..  2025.  Orientation-Adaptive Virtual Imaging of Defects using EBSD.
Vailhe M, Torbet CJ, Mignerot F, Pollock TM.  2025.  Very high cycle fatigue behavior of BCC refractory alloy C103. Int. J. Fatigue. :109139.
2023
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.
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.
2022
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
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.
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.
2021
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.
Cervellon A, Torbet C, Pollock T.  2021.  Crack initiation anisotropy of Ni-based SX superalloys in the very high cycle fatigue regime. Materials Science and Engineering: A. 825:141920.
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.
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.
Goodlet BR, Murray SP, Bales B, Rossin J, Torbet CJ, Pollock TM.  2021.  Temperature dependence of single crystal elastic constants in a CoNi-Base alloy: A new methodology. Materials Science and Engineering A. 803:140507.
2020
Polonsky AT, Raghavan N, Echlin MP, Kirka MM, Dehoff RR, Pollock TM.  2020.  3D Characterization of the Columnar-to-Equiaxed Transition in Additively Manufactured Inconel 718. Superalloys 2020.
Rossin J, Goodlet B, Torbet C, Musinski W, Cox M, Miller J, Groeber M, Mayes A, Biedermann E, Smith S et al..  2020.  Assessment of grain structure evolution with resonant ultrasound spectroscopy in additively manufactured nickel alloys. Materials Characterization. 167:110501.
Charpagne M.A., Stinville J.C., Callahan P.G., Texier D., Chen Z., Villechaise P., Valle V., Pollock T.m..  2020.  Automated and quantitative analysis of plastic strain localization via multi-modal data recombination. Materials Characterization. 163:110245.
Cervellon A., Yi J.Z, Corpace F., Hervier Z., Rigney J., Wright P.K, Torbet C.J, Cormier J., Jones J.W, Pollock T.M.  2020.  Creep, Fatigue, and Oxidation Interactions During High and Very High Cycle Fatigue at Elevated Temperature of Nickel-Based Single Crystal Superalloys. Superalloys 2020.
Cervellon A., Yi J.Z, Corpace F., Hervier Z., Rigney J., Wright P.K, Torbet C.J, Cormier J., Jones J.W, Pollock T.M.  2020.  Creep, Fatigue, and Oxidation Interactions During High and Very High Cycle Fatigue at Elevated Temperature of Nickel-Based Single Crystal Superalloys. Superalloys 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.

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