Peer Reviewed Publications

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Deep learning of crystalline defects from TEM images: a solution for the problem of ‘never enough training data’
Machine learning: science and technology 5(1), 015006 - () [10.1088/2632-2153/ad1a4e] OpenAccess  Download fulltext Files BibTeX | EndNote: XML, Text | RIS

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Studying the effects of Nb on high-temperature deformation in TiAl alloys using atomistic simulations
Materials and design 237, 112596 - () [10.1016/j.matdes.2023.112596] OpenAccess  Download fulltext Files  Download fulltextFulltext BibTeX | EndNote: XML, Text | RIS

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How to verify the precision of density-functional-theory implementations via reproducible and universal workflows
Nature reviews / Physics 6, 45-58 () [10.1038/s42254-023-00655-3] OpenAccess  Download fulltext Files BibTeX | EndNote: XML, Text | RIS

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Instance Segmentation of Dislocations in TEM Images
2023 IEEE 23rd International Conference on Nanotechnology (NANO), Jeju CityJeju City, Korea, 2 Jul 2023 - 5 Jul 20232023-07-022023-07-05 IEEE 1-6 () [10.1109/NANO58406.2023.10231169] OpenAccess  Download fulltext Files BibTeX | EndNote: XML, Text | RIS

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Statistical analysis of discrete dislocation dynamics simulations: initial structures, cross-slip and microstructure evolution
Modelling and simulation in materials science and engineering 31(7), 075003 - () [10.1088/1361-651X/acea39] OpenAccess  Download fulltext Files BibTeX | EndNote: XML, Text | RIS

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Prevention of Bunched Basal Plane Dislocation Arrays in 4H-SiC PVT-Growth
Solid state phenomena 343, 9 - 14 () [10.4028/p-eu98j0] OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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Dislocation Motion Induced by Thermally Driven Phase Transformations
Proceedings in applied mathematics and mechanics 23(1), e202200244 () [10.1002/pamm.202200244] OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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The processing chain of the wide bandgap semiconductor SiC – How small steps enabled a mature technology
Diamond and related materials 136, 109895 - () [10.1016/j.diamond.2023.109895] OpenAccess  Download fulltext Files BibTeX | EndNote: XML, Text | RIS

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Identification of martensite bands in dual phase steels – a deep learning object detection approach using Faster R‐CNN
Steel research international 94(7), 2200836 () [10.1002/srin.202200836] OpenAccess  Download fulltext Files BibTeX | EndNote: XML, Text | RIS

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Automated analysis of X-ray topography of 4H-SiC wafers: Image analysis, numerical computations, and artificial intelligence approaches for locating and characterizing screw dislocations
Journal of materials research 38, 1254-1265 () [10.1557/s43578-022-00880-z] OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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Data-mining of in-situ TEM experiments: Towards understanding nanoscale fracture
Computational materials science 216, 111830 - () [10.1016/j.commatsci.2022.111830] OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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Automated Analysis of Continuum Fields from Atomistic Simulations Using Statistical Machine Learning
Advanced engineering materials 24(12), 2200574 - () [10.1002/adem.202200574] OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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A material removal coefficient for diamond wire sawing of silicon
Wear 504-505, 204400 - () [10.1016/j.wear.2022.204400] OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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Microstructure impact on the machining of two gear steels. Part 1: Derivation of effective flow curves
Materials science and engineering / A 845, 143125 - () [10.1016/j.msea.2022.143125] Embargoed OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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Investigating Nanoscale Contact Using AFM-Based Indentation and Molecular Dynamics Simulations
Metals 12(3), 489 - () [10.3390/met12030489] OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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Data-mining of in-situ TEM experiments: On the dynamics of dislocations in CoCrFeMnNi alloys
Acta materialia 241, 118394 - () [10.1016/j.actamat.2022.118394] OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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Grain segmentation in atomistic simulations using orientation-based iterative self-organizing data analysis
Materialia 21, 101314 - () [10.1016/j.mtla.2022.101314] OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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Sintering of alumina nanoparticles: comparison of interatomic potentials, molecular dynamics simulations, and data analysis
Modelling and simulation in materials science and engineering 30(6), 065009 - () [10.1088/1361-651X/ac8172] OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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Applications of Machine Learning to the Study of Crystalline Materials
Crystals 12(8), 1070 -1071 () [10.3390/cryst12081070] OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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Breakdown of Archard law due to transition of wear mechanism from plasticity to fracture
Tribology international 173, 107660 - () [10.1016/j.triboint.2022.107660] Embargoed OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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Applicability of a Flat-Bed Birefringence Setup for the Determination of Threading Dislocations of Silicon Carbide Wafers
Materials science forum 1062, 113 - 118 () [10.4028/p-y8n42h] OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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Review of Sublimation Growth of SiC Bulk Crystals
Materials science forum 1062, 104 - 112 () [10.4028/p-05sz31] OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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Common workflows for computing material properties using different quantum engines
npj computational materials 7(1), 136 () [10.1038/s41524-021-00594-6] OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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OptiMic: A tool to generate optimized polycrystalline microstructures for materials simulations
SoftwareX 15, 100708 - () [10.1016/j.softx.2021.100708] OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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Multiscale study of the dynamic friction coefficient due to asperity plowing
Friction 9(4), 822 - 839 () [10.1007/s40544-020-0438-4] OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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Orientation-related twinning and dislocation glide in a cantor high entropy alloy at room and cryogenic temperature studied by in situ TEM straining
Materials chemistry and physics 272, 124955 - () [10.1016/j.matchemphys.2021.124955] OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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Data-mining of dislocation microstructures: concepts for coarse-graining of internal energies
Modelling and simulation in materials science and engineering 29(3), 035005 - () [10.1088/1361-651X/abdc6b] OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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Deep Neural Networks for Analysis of Microscopy Images—Synthetic Data Generation and Adaptive Sampling
Crystals 11(3), 258 - () [10.3390/cryst11030258] OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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A model for the interaction of dislocations with planar defects based on Allen–Cahn type microstructure evolution coupled to strain gradient elasticity
Journal of the mechanics and physics of solids 150, 104222 - () [10.1016/j.jmps.2020.104222] OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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Dislocation structures and the role of grain boundaries in cyclically deformed Ni micropillars
Materials science and engineering / A 769, 138295 - () [10.1016/j.msea.2019.138295] OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

Last Modified: 31.10.2023