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Digitalizing metallic materials from image segmentation to multiscale solutions via physics informed operator learning2025 npj Computational Materials article Materials Science Machine Learning in Materials Science Open access
Shahed Rezaei, Kianoosh Taghikhani, Alexandre Viardin, Reza Najian Asl, Nikhil Vijay Jagtap, David Benjamin Bailly, +7 more
7citations -
Machine learning-accelerated CALPHAD analysis of impurity-driven intermetallic formation in secondary AlSi7Mg0.32026 npj Materials Sustainability article Materials Science Machine Learning in Materials Science Open access
Lukas C. Jarren, Alexandre Viardin, Eugen Gazenbiller, Markus Apel, Janin Eiken, Qiqi Li, +2 more
2citations -
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 -
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
6 results