Publications of Andreas Leitherer

Journal Article (3)

Journal Article
Bauer, S.; Benner, P.; Bereau, T.; Blum, V.; Boley, M.; Carbogno, C.; Catlow, C. R. A.; Dehm, G.; Eibl, S.; Ernstorfer, R. et al.: Roadmap on data-centric materials science. Modelling and Simulation in Materials Science and Engineering 32 (6), 063301 (2024)
Journal Article
Leitherer, A.; Yeo, B. C.; Liebscher, C. H.; Ghiringhelli, L. M.: Automatic identification of crystal structures and interfaces via artificial-intelligence-based electron microscopy. npj Computational Materials 9, 179 (2023)
Journal Article
Leitherer, A.; Ziletti, A.; Ghiringhelli, L. M.: Robust recognition and exploratory analysis of crystal structures via Bayesian deep learning. Nature Communications 12 (1), 6234 (2021)

Talk (1)

Talk
Leitherer, A.: Crystal-Structure Identification via Artificial Intelligence. NOMAD Meeting, Revealing New and Novel Materials, Mechanisms, and Insights (a Perspective), Potsdam, Germany (2022)

Thesis - PhD (1)

Thesis - PhD
Leitherer, A.: Robust recognition and exploratory analysis of crystal structures using machine learning. Dissertation, Humboldt Universität, Berlin (2022)
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