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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
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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 -
An artificial neural network for surrogate modeling of stress fields in viscoplastic polycrystalline materials2022 arXiv (Cornell University) preprint Materials Science Machine Learning in Materials Science Open access
Mohammad Sarkari Khorrami, Jaber Rezaei Mianroodi, Nima Hamidi Siboni, Pawan Goyal, Bob Svendsen, Peter Benner, +1 more
7citations -
Navigating predictions at nanoscale: a comprehensive study of regression models in magnetic nanoparticle synthesis2024 Journal of Materials Chemistry B article Materials Science Machine Learning in Materials Science Open access
Lukas Glänzer, Lennart Göpfert, Thomas Schmitz‐Rode, Ioana Slabu
5citations -
Convolutional neural networks for additively manufactured hot work steel H11: classification and prediction of mechanical properties2025 The International Journal of Advanced Manufacturing Technology article Materials Science Machine Learning in Materials Science Open access
Iris Raffeis, Michael Rom, Frank Adjei-Kyeremeh, Andreas Bührig–Polaczek
4citations
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