Publications of Andreas Leitherer
All genres
Journal Article (3)
2024
Journal Article
C. Carbogno, , , , R. Ernstorfer, , L. Foppa, , , , L.M. Ghiringhelli, , , , , , , , , S. Kokott, , , , A. Leitherer, , , , , , , , , , , T. Purcell, , , , , , , , , , , , , , A. Trunschke, , , , , , and M. Scheffler: Roadmap on data-centric materials science. Modelling and Simulation in Materials Science and Engineering 32 (6), 063301 (2024).
, , , , , 2023
Journal Article
Leitherer, A., , and L.M. Ghiringhelli: Automatic identification of crystal structures and interfaces via artificial-intelligence-based electron microscopy. npj Computational Materials 9, 179 (2023).
2021
Journal Article
Leitherer, A., A. Ziletti and L.M. Ghiringhelli: Robust recognition and exploratory analysis of crystal structures via Bayesian deep learning. Nature Communications 12 (1), 6234 (2021).
Talk (1)
2022
Talk
Thesis - PhD (1)
2022
Thesis - PhD
Leitherer, A.: Robust recognition and exploratory analysis of crystal structures using machine learning. Humboldt Universität Berlin