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Data-driven decoding of quantum error correcting codes using graph neural networks2025 Physical Review Research article Computer Science Quantum Computing Algorithms and Architecture Open access
Moritz Lange, Pontus Havström, Basudha Srivastava, Isak Bengtsson, Valdemar Bergentall, Karl Hammar, +3 more
23citations -
Developer perspectives on the ethics of AI-driven neural implants: a qualitative study2024 Scientific Reports article Neuroscience Neuroethics, Human Enhancement, Biomedical Innovations Open access
Odile C. van Stuijvenberg, Marike L. D. Broekman, Samantha E. C. Wolff, Annelien L. Bredenoord, Karin Rolanda Jongsma
19citations -
Decoding Neuropathic Pain: Can We Predict Fluctuations of Propagation Speed in Stimulated Peripheral Nerve?2022 Frontiers in Computational Neuroscience article Neuroscience Neuroscience and Neural Engineering Open access
Ekaterina Kutafina, Alina Troglio, Roberto De Col, Rainer Röhrig, Peter Rossmanith, Barbara Namer
15citations -
Recurrent and convolutional neural networks in structural dynamics: a modified attention steered encoder–decoder architecture versus LSTM versus GRU versus TCN topologies to predict the response of shock wave-loaded plates31citations
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CoNeS: Conditional neural fields with shift modulation for multi-sequence MRI translation2024 The Journal of Machine Learning for Biomedical Imaging article Computer Science Generative Adversarial Networks and Image Synthesis Open access
Yunjie Chen, Marius Staring, Olaf M. Neve, Stephan R. Romeijn, Erik Frans Hensen, Berit M. Verbist, +2 more
6citations -
A physics-informed meta-learning framework for the continuous solution of parametric PDEs on arbitrary geometries2026 Computers & Structures article Physics and Astronomy Model Reduction and Neural Networks Open access
Reza Najian Asl, Yusuke Yamazaki, Kianoosh Taghikhani, Mayu Muramatsu, Markus Apel, Shahed Rezaei
4citations