SFDdM035
Novel approaches for machine learning for multi particle system interactions
| Grant period | 2021-11-01 - 2022-10-31 |
| Funding body | Exploratory Research Space der RWTH Aachen |
| ERS | |
| Identifier | G:(DE-82)EXS-SF-SFDdM035 |
All known publications ...
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Journal Article
A Microscopic On-Ramp Model Based on Macroscopic Network Flows
Applied Sciences 14(19), 9111 (2024) [10.3390/app14199111]
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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 2023
[Erscheinungsort nicht ermittelbar] : [Verlag nicht ermittelbar], Advances in neural information processing systems 36, [1]-28 (2023)
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Journal Article
Mean-Field Limits for Discrete-Time Dynamical Systems via Kernel Mean Embeddings
IEEE control systems letters 7, 3914-3919 (2023) [10.1109/LCSYS.2023.3341280]
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Preprint
On kernel-based statistical learning in the mean field limit
28 Seiten (2023) [10.48550/arXiv.2310.18074]
Fulltext by arXiv.org
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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 2022
Proceedings in applied mathematics and mechanics : PAMM 23(1), e202200150 (2023) [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"
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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 2022
Proceedings in applied mathematics and mechanics : PAMM 22(1), e202200056 (2023) [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"
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Journal Article
Reproducing kernel Hilbert spaces in the mean field limit
Kinetic and related models : KRM 16(6), 850-870 (2023) [10.3934/krm.2023010]
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All known publications ...
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