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⇧ RWTH Aachen ⇧

Recent Publications

All known publications ...
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http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Li, J. ; Schaub, M. T.RWTH* ; Peel, L. (Corresponding author)
Higher-order trade-offs in hypergraph community detection
Science advances 12(32), eaef2184 (2026) [10.1126/sciadv.aef2184]2026     Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Bačić, I. (Corresponding author) ; Schaub, M. T.RWTH* ; Kurths, J. ; Witthaut, D. (Corresponding author)
Phase locking and multistability in the topological Kuramoto model on cell complexes
Nature Communications 17, 7409 (2026) [10.1038/s41467-026-75565-w]2026     Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Schaub, M. T. (Corresponding author)RWTH* ; Boor, P. (Corresponding author)RWTH*
Graph neural networks for computational nephrology
Nature reviews / Nephrology 22(5), 315-316 (2026) [10.1038/s41581-026-01059-z]2026   BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Abiad, A. ; Arenas, A. ; Backhausz, A. ; Balogh, J. ; Banerji, C. R. S. ; Barbarossa, S. ; Bianconi, G. ; Bick, C. ; Botnan, M. B. B. ; Carletti, T. ; Cavallaro, L. ; Civilini, A. ; Eliassi-Rad, T. ; Gong, X. ; Guo, K. ; Harrington, H. ; Jost, J. ; Krapivsky, P. L. ; Liò, P. ; MacArthur, B. (Corresponding author) ; Mattsson, C. ; Mediano, P. ; Millán, A. P. ; Mulas, R. ; Patania, A. ; Petri, G. ; Rathilal, C. ; Sanchez Garcia, R. J. ; Scolamiero, M. ; Schaub, M. T.RWTH* ; Sun, H. ; Tian, Y. ; Vaccarino, F. ; Kelin, X.
Hypergraphs and simplicial complexes in focus: a roadmap for future research in higher-order interactions
Journal of physics / Complexity 7(2), 022501 (2026) [10.1088/2632-072X/ae3c4e]2026     Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Dissertation / PhD Thesis Scholkemper, M.RWTH* ; Schaub, M. T. (Thesis advisor)RWTH* ; Grohe, M. (Thesis advisor)RWTH*
On the structural analysis of nodes in networks
Aachen : RWTH Aachen University 1 Online-Ressource : Illustrationen (2025) [10.18154/RWTH-2025-10987]2025 = Dissertation, RWTH Aachen University, 2025     Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Schräder, J. (Corresponding author)RWTH* ; Kellermann, T.RWTH* ; Kühn, D. W.RWTH* ; Rompelberg, L. J. J.RWTH* ; Schaub, M. T.RWTH* ; Wagels, L.RWTH*
Unconscious elevated bottom-up processing in depression: Insights from dynamic causal modeling with EEG and fMRI
Journal of affective disorders 394, Part B 120638 (2026) [10.1016/j.jad.2025.120638]2026     Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Guglielmi, N. (Corresponding author) ; De Marinis, A. (Corresponding author) ; Savostianov, A. (Corresponding author)RWTH* ; Tudisco, F. (Corresponding author)
Contractivity of neural ODEs: An eigenvalue optimization problem
Mathematics of computation 95(357), 293-319 (2025) [10.1090/mcom/4059]2025   BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a book/Contribution to a conference proceedings Stamm, F. I.RWTH* ; Naima, M. ; Schaub, M. T.RWTH*
Efficient Sampling of Temporal Networks with Preserved Causality Structure
2025Proceedings of the 2025 SIAM International Conference on Data Mining (SDM25) / editors, Vagelis Papalexakis, Matteo Riondato, Elena Zheleva, Tim Weninger, and Wei Ding
2025 SIAM International Conference on Data Mining, SDM 2025, Alexandria, VAAlexandria, VA, USA, 1 May 2025 - 3 May 20252025-05-012025-05-03 Philadelphia, Pennsylvania : Society for Industrial and Applied Mathematics 171-180 (2025) [10.1137/1.9781611978520.16]2025   BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a book/Contribution to a conference proceedings Grande, V. P. (Corresponding author)RWTH* ; Schaub, M. T.RWTH*
Point-Level Topological Representation Learning on Point Clouds
2025International Conference on Machine Learning, 13-19 July 2025, Vancouver Convention Center, Vancouver, Canada / Editors: Aarti Singh, Maryam Fazel, Daniel Hsu, Simon Lacoste-Julien, Felix Berkenkamp, Tegan Maharaj, Kiri Wagstaff, Jerry Zhu
42. International Conference on Machine Learning, ICML 2025, VancouverVancouver, Canada, 13 Jul 2025 - 19 Jul 20252025-07-132025-07-19 MLResearchPress, Proceedings of machine learning research 267, 20368-20398 (2025)2025     Homepage of book Fulltext BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a book/Contribution to a conference proceedings Kühn, D. W.RWTH* ; Schaub, M. T.RWTH*
Global Ground Metric Learning with Applications to scRNA data
2025International Conference on Artificial Intelligence and Statistics, 3-5 May 2025, Splash Beach Resort in Mai Khao, Thailand / Editors: Yingzhen Li, Stephan Mandt, Shipra Agrawal, Emtiyaz Khan
28. International Conference on Artificial Intelligence and Statistics, AISTATS 2025, Mai KhaoMai Khao, Thailand, 3 May 2025 - 5 May 20252025-05-032025-05-05 MLResearchPress, Proceedings of machine learning research 258, 3295-3303 (2025)2025     Homepage of book Fulltext BibTeX | EndNote: XML, Text | RIS

All known publications ...
Download: BibTeX | EndNote XML,  Text | RIS |