Publications

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2025
Kumar V, Mullin KM, Park H, Gerigk M, Bresk A, Pollock TM, Zhu Y.  2025.  Coupled infrared imaging and multiphysics modeling to predict three-dimensional thermal characteristics during selective laser melting.
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.
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 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.
Rhodes BE, Mayer JA, Xu S, Lamb JD, Wendorf J, Echlin MLP, Pollock TM, Eggeler YM, Beyerlein IJ, Gianola DS.  2024.  Deformation mechanisms and defect structures in Heusler intermetallic MnCu2Al. Acta Mater.. 268:119711.
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
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.
2023
Wang F, Stinville J-C, Charpagne M-agathe, Echlin M, Agnew S, Pollock T, Graef M, Gianola D.  2023.  Dislocation cells in additively manufactured metallic alloys characterized by electron backscatter diffraction pattern sharpness. Materials Characterization. 197:112673.
Wang F, Stinville J-C, Charpagne M-agathe, Echlin M, Agnew S, Pollock T, Graef M, Gianola D.  2023.  Dislocation cells in additively manufactured metallic alloys characterized by electron backscatter diffraction pattern sharpness. Materials Characterization. 197:112673.
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
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
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.
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
Pinz M, Weber G, Stinville J-C, Pollock T, Ghosh S.  2022.  Data-driven Bayesian model-based prediction of fatigue crack nucleation in Ni-based superalloys. npj Computational Materials. 8
Bean C, Wang F, Charpagne M-agathe, Villechaise P., Valle V, Agnew S.R., Gianola D.S., Pollock T.m., Stinville J-C.  2022.  Heterogeneous slip localization in an additively manufactured 316L stainless steel. International Journal of Plasticity. 159:103436.
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.
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.
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.
Mills L, Emigh M, Frey C, Philips N, Murray S, Shin J, Gianola D, Pollock T.  2022.  Temperature-dependent tensile behavior of the HfNbTaTiZr multi-principal element alloy. Acta Materialia. 245:118618.
2021
Pinz M, Weber G, Stinville J-C, Pollock T, Ghosh S.  2021.  A Data-Driven Bayesian Model for Predicting Fatigue Crack Nucleation in Polycrystalline Ni-Based Superalloys. SSRN Electronic Journal.
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.

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