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Machine Learning in Materials Science Sign in to save
180
Aachen papers (primary topic)
609
Further papers (secondary topic)
2.35k
Citations
224
Aachen authors
Papers per year
20
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Papers 180
Open in paper search →-
Towards the design of artificial sensing materials via quantum-informed explainable AI2026 Journal of Cheminformatics article Materials Science Machine Learning in Materials Science Open access
Li Chen, Leonardo Rafael Medrano Sandonas, Shirong Huang, Alexander Croy, Gianaurelio Cuniberti
2citations -
Accurate distances measures and machine learning of the texture-property relation for crystallographic textures represented by one-point statistics2024 Modelling and Simulation in Materials Science and Engineering article Materials Science Machine Learning in Materials Science Open access
Tarek Iraki, Lukas Morand, Norbert Link, Stefan Sandfeld, Dirk Helm
2citations -
A symmetry-preserving and transferable representation for learning the Kohn-Sham density matrix2025 arXiv (Cornell University) preprint Materials Science Machine Learning in Materials Science Open access
Liwei Zhang, Patrizia Mazzeo, Michele Nottoli, Edoardo Cignoni, Lorenzo Cupellini, Benjamin Stamm
1citations -
Materials Within a Digitalized Production Environment2023 Interdisciplinary excellence accelerator series book-chapter Materials Science Machine Learning in Materials Science Open access
Christoph Broeckmann, Andreas Bührig–Polaczek, Bengt Hallstedt, Ulrich Krupp, Ali Rajaei, Michael Rom, +3 more
1citations -
Materials Within a Digitalized Production Environment2023 Interdisciplinary excellence accelerator series book-chapter Materials Science Machine Learning in Materials Science Open access
Christoph Broeckmann, Andreas Bührig–Polaczek, Bengt Hallstedt, Ulrich Krupp, Ali Rajaei, Michael Rom, +3 more
1citations -
Computing formation enthalpies through an explainable machine learning method: the case of lanthanide orthophosphates solid solutions2024 Frontiers in Applied Mathematics and Statistics article Materials Science Machine Learning in Materials Science Open access
Edoardo Di Napoli, Xinzhe Wu, Thomas Bornhake, Piotr M. Kowalski
1citations -
MarketPlace - a Digital Materials Modelling Marketplace2023 Zenodo (CERN European Organization for Nuclear Research) report Materials Science Machine Learning in Materials Science Open access
Gerhard Goldbeck, Alexandra Simperler, Claas Bierwisch, Henri Cloete, Davide Di Stefano, Nicola Element, +18 more
1citations
Most active Aachen authors
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Jan G. Rittig 770 citations overall15 papers
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Alexander Mitsos 10,876 citations overall10 papers
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Stefan Sandfeld 1,951 citations overall9 papers
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Martin Grohe 12,906 citations overall8 papers
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Zhikun Zhang 4 citations overall6 papers
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Martin van Hecke 12,026 citations overall5 papers
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Sebastian Münstermann 4,297 citations overall5 papers
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Artur M. Schweidtmann 3,713 citations overall5 papers
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Maria Fyta 2,420 citations overall5 papers
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Richard Dronskowski 34,318 citations overall4 papers
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Robert Heinrich Schmitt 12,285 citations overall4 papers
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Thomas Bergs 5,996 citations overall4 papers
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Mikhail Itskov 4,595 citations overall4 papers
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Kevin Linka 3,497 citations overall4 papers
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Stefan Palkovits 1,125 citations overall4 papers