LH
Lars Helge Heyen
cs.LGcond-mat.quant-gasnucl-thcs.AIquant-phcs.DChep-phnucl-excs.CVcs.PF
On Valency
published · living versionsW_sc2pddqk·v1 · currentpublished
4D Parallelism Unlocks Exascale Bayesian Neural Networks for High-Fidelity Atmospheric Modeling
with Deifilia Kieckhefen, Juan Pedro Gutiérrez Hermosillo Muriedas, Mathis Bode, Iida Hakulinen +10
1 version
Preprints & journals
10 papers in the corpus · 2020–20264D Parallelism Unlocks Exascale Bayesian Neural Networks for High-Fidelity Atmospheric Modeling2609.12815v1 · Deifilia Kieckhefen, Juan Pedro Guti'errez Hermosillo Muriedas, Lars Helge Heyen et al.2026 · 0 citationsarXivon Valency
Rethinking Likelihood distributions: Student's t Likelihood Boosts Bayesian Neural Network Performance2607.25376v1 · Pei-Hsuan Hsia, Lars H. Heyen, Arvid Weyrauch et al.2026 · 0 citationsarXiv
Sampling Parallelism for Fast and Efficient Bayesian Learning2604.04736v1 · Asena Karolin Ozdemir, Lars H. Heyen, Arvid Weyrauch et al.2026 · 0 citationsarXiv
Bayesian Lottery Ticket Hypothesis2602.18825v1 · Nicholas Kuhn, Arvid Weyrauch, Lars Heyen et al.2026 · 0 citationsarXiv
Few is different: deciphering many-body dynamics in mesoscopic quantum gases2509.05049v2 · Juergen Berges, Sandra Brandstetter, Jasmine Brewer et al.2025 · 0 citationsEur. Phys. J. A 62, 115 (2026)
Jigsaw: Training Multi-Billion-Parameter AI Weather Models with Optimized Model Parallelism2507.05753v1 · Deifilia Kieckhefen, Markus Gotz, Lars H. Heyen et al.2025 · 0 citationsarXiv
Quantum corrections at second order in derivatives to the dynamics of small non-relativistic fluids2408.06104v1 · Lars H. Heyen, Giuliano Giacalone, Stefan Floerchinger2024 · 0 citationsarXiv
Emergent interaction-driven elliptic flow of few fermionic atoms2308.09699v2 · Sandra Brandstetter, Philipp Lunt, Carl Heintze et al.2023 · 27 citationsarXiv
How many particles do make a fluid? Qualifying collective behavior in expanding ultracold gases2111.13591v1 · Stefan Floerchinger, Giuliano Giacalone, Lars H. Heyen et al.2021 · 4 citationsarXiv
Real scalar field, non-relativistic limit, and cosmological expansion2005.11359v1 · Lars Helge Heyen, Stefan Floerchinger2020 · 7 citationsPhys. Rev. D 102, 036024 (2020)
Career total: 21 works. 10 are in this corpus.
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