4 citations · 5 across the 4 of their papers we have counts for
4 papers
Roadmap on Data-Centric Materials Science
Stefan Bauer, Peter Benner, Tristan Bereau +58
Science is and always has been based on data, but the terms "data-centric" and the "4th paradigm of" materials research indicate a radical change in how information is retrieved, h…
A reduced phase space quantisation of a model in Algebraic Quantum Gravity with polarised Gowdy symmetry
Kristina Giesel, Andreas Leitherer, David Winnekens
We consider a reduced phase space quantisation of a model with Gowdy symmetry in which gravity has been coupled to Gaussian dust. We complete the quantisation programme in re…
Automatic Identification of Crystal Structures and Interfaces via Artificial-Intelligence-based Electron Microscopy
Andreas Leitherer, Byung Chul Yeo, Christian H. Liebscher +1
Characterizing crystal structures and interfaces down to the atomic level is an important step for designing advanced materials. Modern electron microscopy routinely achieves atomi…
Robust recognition and exploratory analysis of crystal structures via Bayesian deep learning
Andreas Leitherer, Angelo Ziletti, Luca M. Ghiringhelli
Due to their ability to recognize complex patterns, neural networks can drive a paradigm shift in the analysis of materials science data. Here, we introduce ARISE, a crystal-struct…