5111
Domain-Specific Simulation & Data Life Cycle Labs (SDLs) and Research Groups
| Grant period | 2021 - 2026 |
| Funding body | Helmholtz Gemeinschaft Deutscher Forschungszentren |
| Categories | Leistungskategorie I ; Subtopic |
| Identifier | G:(DE-HGF)POF4-5111 |
⇧ Enabling Computational- & Data-Intensive Science and Engineering ⇧
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Award
2018 Excellence Award of the Vereinigung zur Förderung des Deutschen Brandschutzes (vfdb)
Stiftung für Sicherheit, Gefahrenabwehr und Katastrophenschutz der vfdb e.V.
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Award
IAS Retreat 2025, Second Poster Prize
Germany : Forschungszentrum Jülich, IAS
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Award
Thomas Lippert is among HPCwire's "People To Watch 2026"
HPCwire
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Journal Article
Hybrid machine learning and physics-based modeling of pedestrian pushing behaviors
Transportation research / Part C 182, 105395 - (2026) [10.1016/j.trc.2025.105395]
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Journal Article/Contribution to a conference proceedings/Contribution to a book
Complexity and Criticality in Neuro-Inspired Reservoirs
[Ebook] Artificial Neural Networks and Machine Learning – ICANN 2025 : 34th International Conference on Artificial Neural Networks, Kaunas, Lithuania, September 9–12, 2025, Proceedings, Part I / Senn, Walter ; Sanguineti, Marcello ; Saudargiene, Ausra ; Tetko, Igor ; Villa, Alessandro E. P. ; Jirsa, Viktor K. ; Bengio, Yoshua 1st ed. 2026, Cham : Springer Nature Switzerland, 2026,
34th International Conference on Artificial Neural Networks, ICANN, KaunasKaunas, Lithuania, 9 Sep 2025 - 12 Sep 2025
Artificial Neural Networks and Machine Learning – ICANN 2025 / Senn, Walter (Editor) [https://orcid.org/0000-0003-3622-0497] ; Cham : Springer Nature Switzerland, 2026, Chapter 52 ; ISSN: 0302-9743=1611-3349 ; ISBN: 978-3-032-04557-7=978-3-032-04558-4 ; doi:10.1007/978-3-032-04558-4 16068(LNCS), : 1st ed. 2026, 645 - 657 (2026) [10.1007/978-3-032-04558-4_52]
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Journal Article
A multi-physics model for dislocation driven spontaneous grain nucleation and microstructure evolution in polycrystals
Journal of the mechanics and physics of solids 206(Part A), 106325 - (2026) [10.1016/j.jmps.2025.106325]
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Journal Article
Resource-adaptive successive doubling for hyperparameter optimization with large datasets on high-performance computing systems
Future generation computer systems 175, 108042 - (2026) [10.1016/j.future.2025.108042]
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Journal Article
Lattice Calculation of the Sn Isotopes near the Proton Dripline
Physical review letters 136(6), 062501 (2026) [10.1103/n7nt-s64t]
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Preprint
When legs and bodies synchronize: Two-level collective dynamics in dense crowds
arXiv (2026) [10.48550/ARXIV.2601.05867]
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Contribution to a book
Exploring Dense Crowd Dynamics: State of the Art and Emerging Paradigms
Crowd Dynamics, Volume 5 / Gibelli, Livio (Editor) [https://orcid.org/0000-0002-0104-828X] ; Cham : Springer Nature Switzerland, 2026, Chapter 2 ; ISSN: 2164-3679=2164-3725 ; ISBN: 978-3-032-02220-2=978-3-032-02221-9 ; doi:10.1007/978-3-032-02221-9
Cham : Springer Nature Switzerland, Modeling and Simulation in Science, Engineering and Technology 9 - 36 (2026) [10.1007/978-3-032-02221-9_2]
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All known publications ...
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