Publications of Andreas Leitherer
All genres
Journal Article (3)
Journal Article
32 (6), 063301 (2024)
Roadmap on data-centric materials science. Modelling and Simulation in Materials Science and Engineering
Journal Article
9, 179 (2023)
Automatic identification of crystal structures and interfaces via artificial-intelligence-based electron microscopy. npj Computational Materials
Journal Article
12 (1), 6234 (2021)
Robust recognition and exploratory analysis of crystal structures via Bayesian deep learning. Nature Communications Talk (1)
Talk
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
Robust recognition and exploratory analysis of crystal structures using machine learning. Dissertation, Humboldt Universität, Berlin (2022)