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SFDdM035

Novel approaches for machine learning for multi particle system interactions

Grant period2021-11-01 - 2022-10-31
Funding bodyExploratory Research Space der RWTH Aachen
 ERS
IdentifierG:(DE-82)EXS-SF-SFDdM035

Exploratory Research Space: Seed Fund (2) als Anschubfinanzierung zur Erforschung neuer interdisziplinärer Ideen

 

Recent Publications

All known publications ...
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http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article  ;  ;  ;  ;
A Microscopic On-Ramp Model Based on Macroscopic Network Flows
Applied Sciences 14(19), 9111 () [10.3390/app14199111]  GO OpenAccess  Download fulltext Files 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  ;  ;
On kernel-based statistical learning in the mean field limit
Advances in Neural Information Processing Systems 36 (NeurIPS 2023) / edited by: A. Oh and T. Naumann and A. Globerson and K. Saenko and M. Hardt and S. Levine
37. Conference on Neural Information Processing Systems, NeurIPS 2023, New Orleans, LANew Orleans, LA, USA, 10 Dec 2023 - 16 Dec 20232023-12-102023-12-16
[Erscheinungsort nicht ermittelbar] : [Verlag nicht ermittelbar], Advances in neural information processing systems 36, [1]-28 ()  GO   Download fulltextFulltext Download fulltextHomepage of book BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article  ;  ;
Mean-Field Limits for Discrete-Time Dynamical Systems via Kernel Mean Embeddings
IEEE control systems letters 7, 3914-3919 () [10.1109/LCSYS.2023.3341280]  GO BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Preprint  ;  ;
On kernel-based statistical learning in the mean field limit
28 Seiten () [10.48550/arXiv.2310.18074]  GO OpenAccess   Download fulltextFulltext by arXiv.org BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article/Contribution to a conference proceedings
Numerical relaxation limit and outgoing edges in a central scheme for networked conservation laws
92. Annual Meeting of the International Association of Applied Mathematics and Mechanics, GAMM 2022, AachenAachen, Germany, 15 Aug 2022 - 19 Aug 20222022-08-152022-08-19 Proceedings in applied mathematics and mechanics : PAMM 23(1), e202200150 () [10.1002/pamm.202200150] special issue: "Special Issue: 92nd Annual Meeting of the International Association of Applied Mathematics and Mechanics (GAMM) / Issue Edited by: Ch. Böhm, K. Mang, B. Markert, S. Reese, M. Schmidtchen, J. Waimann, M. Kaliske"  GO OpenAccess  Download fulltext Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article/Contribution to a conference proceedings
Stabilization of a Multi‐Dimensional System of Hyperbolic Balance Laws – A Case Study
92. Annual Meeting of the International Association of Applied Mathematics and Mechanics, GAMM 2022, AachenAachen, Germany, 15 Aug 2022 - 19 Aug 20222022-08-152022-08-19 Proceedings in applied mathematics and mechanics : PAMM 22(1), e202200056 () [10.1002/pamm.202200056] special issue: "Special Issue: 92nd Annual Meeting of the International Association of Applied Mathematics and Mechanics (GAMM) / Issue Edited by: Ch. Böhm, K. Mang, B. Markert, S. Reese, M. Schmidtchen, J. Waimann, M. Kaliske"  GO OpenAccess  Download fulltext Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article  ;  ;  ;  ;
Reproducing kernel Hilbert spaces in the mean field limit
Kinetic and related models : KRM 16(6), 850-870 () [10.3934/krm.2023010]  GO BibTeX | EndNote: XML, Text | RIS

All known publications ...
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 Record created 2022-08-08, last modified 2023-08-12



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