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