JLESC
Joint Laboratory for Extreme Scale Computing
| Coordinator | Speck, Robert |
| Grant period | 2014-01-01 - 2017-12-31 |
| Identifier | G:(DE-Juel1)JLESC-20150708 |
All known publications ...
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Journal Article
Virtual nasal cavity populations for flow prediction with distributed graph convolutional neural networks
Physics of fluids 38(2), 027107 (2026) [10.1063/5.0304463]
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Journal Article
Surrogate modeling of fluid flow under different conditions using physics-informed Deep Operator Networks
Computers & fluids 316, 107154 (2026) [10.1016/j.compfluid.2026.107154] special issue: "fusing data and physics"
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Contribution to a conference proceedings/Contribution to a book
Score-P with Arm(s) around the world...
Proceedings of the Supercomputing Asia and International Conference on High Performance Computing in Asia Pacific Region Workshops
SCA/HPCAsia 2026 Workshops: Supercomputing Asia and International Conference on High Performance Computing in Asia Pacific Region Workshops, SCA/HPCAsiaWS 2026, OsakaOsaka, Japan, 26 Jan 2026 - 29 Jan 2026
NY, USA : ACM New York 100 - 109 (2026) [10.1145/3784828.3785348]
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Contribution to a conference proceedings/Contribution to a book
Creating a Virtual Population of the Human Nasal Cavity for Velocity-Based Predictions of Respiratory Flow Features Using Graph Convolutional Neural Networks
Proceedings of the 35th Parallel CFD International Conference 2024
35th Parallel CFD International Conference 2024, ParCFD 2024, BonnBonn, Germany, 2 Sep 2024 - 4 Sep 2024
Jülich : Forschungszentrum Jülich GmbH Zentralbibliothek, Verlag, Schriften des Forschungszentrums Jülich IAS Series 69, 80 - 83 (2025) [10.34734/FZJ-2025-02460]
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Journal Article
JuMonC: A RESTful tool for enabling monitoring and control of simulations at scale
Future generation computer systems 164, 107541 - (2025) [10.1016/j.future.2024.107541]
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Journal Article
15+ years of joint parallel application performance analysis/tools training with Scalasca/Score-P and Paraver/Extrae toolsets
Future generation computer systems 162, 107472 (2025) [10.1016/j.future.2024.07.050] special issue: "Highlights from the Joint Laboratory on Extreme Scale Computing"
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Journal Article
On the choice of physical constraints in artificial neural networks for predicting flow fields
Future generation computer systems 161, 361 - 375 (2024) [10.1016/j.future.2024.07.009]
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Conference Presentation (After Call)
Porting mpi4py-fft to GPU
16th JLESC Workshop, JLESC16, KobeKobe, Japan, 16 Apr 2024 - 18 Apr 2024
[10.34734/FZJ-2024-04850]
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Journal Article
Refining computer tomography data with super-resolution networks to increase the accuracy of respiratory flow simulations
Future generation computer systems 159, 474 - 488 (2024) [10.1016/j.future.2024.05.020]
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Journal Article
Robustness evaluation of large-scale machine learning-based reduced order models for reproducing flow fields
Future generation computer systems 159, 243 - 254 (2024) [10.1016/j.future.2024.05.005]
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All known publications ...
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