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Ensemble graph neural network model for classification of major depressive disorder using whole-brain functional connectivity2023 Frontiers in Psychiatry article Neuroscience Functional Brain Connectivity Studies Open access cited by 1 patent
Sujitha Venkatapathy, Mikhail Votinov, Lisa Wagels, SangYun Kim, Munseob Lee, Ute Habel, +2 more
44citations -
Predicting the Temperature Dependence of Surfactant CMCs Using Graph Neural Networks2024 Journal of Chemical Theory and Computation article Chemistry Surfactants and Colloidal Systems Open access cited by 1 patent
Christoforos Brozos, Jan G. Rittig, Elie Akanny, Christina Kohlmann, Alexander Mitsos
21citations -
A community-based transcriptomics classification and nomenclature of neocortical cell types2020 Nature Neuroscience article Biochemistry, Genetics and Molecular Biology Single-cell and spatial transcriptomics Open access
Rafael Yuste, Michael Hawrylycz, Nadia Aalling, Argel Aguilar‐Valles, Detlev Arendt, Rubén Armañanzas, +59 more
30citations -
Partition pooling for convolutional graph network applications in particle physics2022 Journal of Instrumentation article Physics and Astronomy Particle Detector Development and Performance Open access
Markus Bachlechner, Thilo Birkenfeld, Philipp Soldin, A. Stahl, Christopher H. Wiebusch
4citations -
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 -
Graph-based feature extraction on object-centric event logs2023 International Journal of Data Science and Analytics article Business, Management and Accounting Business Process Modeling and Analysis Open access
Alessandro Berti, Johannes Günter Herforth, Mahnaz Sadat Qafari, Wil M. P. van der Aalst
15citations