publication

2024

Journal Article

Bauer, Stefan, Peter Benner, Tristan Bereau, Volker Blum, Mario Boley, Christian Carbogno, C.Richard A. Catlow, Gerhard Dehm, Sebastian Eibl, Ralph Ernstorfer, Adam Fekete, Lucas Foppa, Peter Fratzl, Christoph Freysoldt, Baptiste Gault, Luca M. Ghiringhelli, Sajal K. Giri, Anton Gladyshev, Pawan Goyal, Jason Hattrick-Simpers, Lara Kabalan, Petr Karpov, Mohammad S. Khorrami, Christoph Koch, Sebastian Kokott, Thomas Kosch, Igor Kowalec, Kurt Kremer, Andreas Leitherer, Yue Li, Christian H. Liebscher, Andrew J. Logsdail, Zhongwei Lu, Felix Luong, Andreas Marek, Florian Merz, Jaber R. Mianroodi, Jorg Neugebauer, Zongrui Pei, Thomas Purcell, Dierk Raabe, Markus Rampp, Mariana Rossi, Jan-Michael Rost, James E. Saal, Ulf Saalmann, Kasturi Narasimha Sasidhar, Alaukik Saxena, Luigi Sbailo, Markus Scheidgen, Marcel Schloz, Daniel F. Schmidt, Simon Teshuva, Annette Trunschke, Ye Wei, Gerhard Weikum, R.Patrick Xian, Yi Yao, Junqi Yin, Meng Zhao and Matthias Scheffler: Roadmap on data-centric materials science.

MPG.PuRe

DOI

pre-print

publisher-version

2023

Journal Article

Leitherer, Andreas, Byung Chul Yeo, Christian H. Liebscher and Luca M. Ghiringhelli: Automatic identification of crystal structures and interfaces via artificial-intelligence-based electron microscopy.

MPG.PuRe

DOI

pre-print

publisher-version

2021

Journal Article

Leitherer, Andreas, Angelo Ziletti and Luca M. Ghiringhelli: Robust recognition and exploratory analysis of crystal structures via Bayesian deep learning.

MPG.PuRe

DOI

pre-print

publisher-version

2022

Talk

Leitherer, Andreas: Crystal-Structure Identiﬁcation via Artiﬁcial Intelligence.

(NOMAD Meeting, Revealing New and Novel Materials, Mechanisms, and Insights (a Perspective), Potsdam, Germany, Oct 2022).

MPG.PuRe

2022

Thesis - PhD

Leitherer, Andreas: Robust recognition and exploratory analysis of crystal structures using machine learning.