1. Lukas Fuchs, Tom Kirstein, Christoph Mahr, Orkun Furat, Valentin Baric, Andreas Rosenauer, Lutz Mädler, and Volker Schmidt. Using convolutional neural networks for stereological characterization of 3D hetero-aggregates based on synthetic STEM data. Machine Learning: Science and Technology, 5(2):025007, April 2024.



2. Tim Grieb, Florian F. Krause, Thorsten Mehrtens, Christoph Mahr, Beeke Gerken, Marco Schowalter, Bert Freitag, and Andreas Rosenauer. GaN atomic electric fields from a segmented STEM detector: Experiment and simulation. Journal of Microscopy, n/a(n/a), 2024. Keyword(s): 4D STEM, centre-of-mass, COM, electric fields, GaN, momentum-resolved STEM, segmented STEM detector.



3. Christoph Mahr, Jakob Stahl, Beeke Gerken, Valentin Baric, Max Frei, Florian F. Krause, Tim Grieb, Marco Schowalter, Thorsten Mehrtens, Einar Kruis, Lutz Mädler, and Andreas Rosenauer. Characterization of mixing in nanoparticle hetero-aggregates by convolutional neural networks. Nano Select, 5(4):2300128, 2024. Keyword(s): convolutional neural networks, double flame spray pyrolysis, hetero-aggregate, nanoparticle mixing, scanning transmission electron microscopy.

1. Tim Grieb, Christoph Mahr, Florian F. Krause, Knut Müller-Caspary, Marco Schowalter, Martin Eickhoff, and Andreas Rosenauer. Measuring electric fields with 4D-STEM: Demonstration of pitfalls by the example of GaN and SiGe. In European Microscopy Congress (EMC) 2024, Kopenhagen (Dänemark), [poster], 2024. Keyword(s): Konferenz.



2. Christoph Mahr, Florian F. Krause, Jakob Stahl, Beeke Gerken, Marco Schowalter, Tim Grieb, Lutz Mädler, and Andreas Rosenauer. Characterization of structure and mixing in nanoparticle hetero-aggregates using convolutional neural networks: 3D-reconstruction versus 2D-projection. In European Microscopy Congress (EMC) 2024, Kopenhagen (Dänemark), [talk], 2024. Keyword(s): Konferenz.



3. Marco Schowalter, Alexander Karg, Christoph Mahr, Martin Eickhoff, and Andreas Rosenauer. Computation of concentration dependent properties of $\varepsilon$/$\kappa$-(InGa)$_2$O$_3$ and its application to the measurement of strain in heterostructures. In International Workshop on Gallium Oxide and Related Materials (IWGO), Berlin [poster], 2024. Keyword(s): Konferenz.

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