Publications

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2025
Ventura NMDella, Ericks AR, Echlin MLP, Moore K, Pollock TM, Begley MR, Zok FW, De Graef M, Gianola DS.  2025.  Direct electron detection for EBSD of low symmetry & beam sensitive ceramics. Ultramicroscopy. 268:114079.
Ventura NMDella, Moore K, Echlin MLP, Begley MR, Pollock TM, De Graef M, Gianola DS.  2025.  Energy-resolved EBSD using a monolithic direct electron detector.
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.
2024
Lamb JD, Raeker EB, Pusch KM, Echlin MLP, Forsik SAJ, Zhou N, Dicus AD, Pollock TM.  2024.  3D characterization of defects and microstructure in high density LPBF prints of a CoNi alloy. The Minerals, Metals & Materials Series. :811–821.
Lamb J, Pusch KM, Polonsky AT, Forsik SAJ, Zhou N, Dicus AD, Geurts R, Echlin MLP, Pollock TM.  2024.  Analysis of the high cracking resistance of a Co Ni superalloy during laser additive manufacturing. Scripta Materialia. 239:115770.
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.
Jangid DK, Brodnik NR, Echlin MP, Gudavalli C, Levenson C, Pollock TM, Daly SH, Manjunath B.S.  2024.  Q-RBSA: High-resolution 3D EBSD map generation using an efficient quaternion transformer network. npj Computational Materials. 10
Raeker EB, Pusch KM, Mullin KM, Lamb JD, Zhou N, Forsik SAJ, Dicus AD, Kirka MM, Pollock TM.  2024.  Solidification and crack defect formation on the single melt track scale for high $$\textbackslashupgamma ^\textbackslashprime $$ CoNi-base superalloy variants. The Minerals, Metals & Materials Series. :948–957.
Senkov ON, Kube SA, Drazin JW, Soni V, Miracle DB, Butler TM, Pollock TM, Banerjee R.  2024.  Thermal and elastic properties of an A2/B2 refractory high entropy superalloy and its constituent phases. Metall. Mater. Trans. A. 55:2704–2717.
Ghosh S, Brodnik NR, Frey C, Holgate C, Pollock TM, Daly S, Carton S.  2024.  Toward reliable ad-hoc scientific information extraction: A case study on two materials datasets.
Ren Q-Q, Raeker EB, Pusch KM, Pollock TM, Forsik SAJ, Zhou N, Dicus AD, Kirka MM, Poplawsky JD.  2024.  Understanding the influence of boron in additively manufactured GammaPrint\textregistered-700 CoNi-based superalloy. Addit. Manuf.. 92:104370.
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.
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
Wendorf J, Dawson PR, Pollock TM.  2022.  Grain-Scale Stress States in Microtextured Ti64: Implications for Dwell Fatigue. Jom. 74:3709–3719.

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