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Explainable Artificial Intelligence for Mechanics: Physics-Explaining Neural Networks for Constitutive Models2022 Frontiers in Materials article Physics and Astronomy Model Reduction and Neural Networks Open access
Arnd Koeppe, Franz Bamer, Michael A. Selzer, Britta Nestler, Bernd A. Markert
41citations -
Efficient reconstruction of prior austenite grains in steel from etched light optical micrographs using deep learning and annotations from correlative microscopy2022 Frontiers in Materials article Engineering Microstructure and Mechanical Properties of Steels Open access
Björn-Ivo Bachmann, Martin Johannes Müller, Dominik Britz, Ali Riza Durmaz, Marc Ackermann, Oleg Shchyglo, +2 more
21citations -
Hemp From Disordered Lines for New Staple Fibre Yarns and High-Performance Composite Applications2022 Frontiers in Materials article Materials Science Natural Fiber Reinforced Composites Open access
Nina Graupner, David E. Weber, Erik Gordon Bell, Karl‐Heinz Lehmann, Hans-Willi Hilgers, Herbert Randerath, +4 more
14citations -
Fast All-Electron Hybrid Functionals and Their Application to Rare-Earth Iron Garnets2022 Frontiers in Materials article Physics and Astronomy Advanced Chemical Physics Studies Open access
Matthias Redies, Gregor Michalicek, Juba Bouaziz, Christian Terboven, Matthias Müller, Stefan Blügel, +1 more
7citations -
The AiiDA-Spirit Plugin for Automated Spin-Dynamics Simulations and Multi-Scale Modeling Based on First-Principles Calculations2022 Frontiers in Materials article Physics and Astronomy Magnetic properties of thin films Open access
Philipp Rüßmann, Jordi Ribas Sobreviela, Moritz Sallermann, Markus Hoffmann, Florian Rhiem, Stefan Blügel
4citations
22 results