2026 - Publications

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a conference proceedings/Contribution to a book Aach, M. (Corresponding author)FZJ* ; Blanc, C.Extern* ; Lintermann, A.FZJ* ; De Grave, K.Extern*
Optimizing Edge AI Models on HPC Systems with the Edge in the Loop
2026High Performance Computing
ISC High Performance 2025, ISC 2025, HamburgHamburg, Germany, 10 Jun 2025 - 13 Jun 20252025-06-102025-06-13 Cham : Springer Nature Switzerland, Lecture Notes in Computer Science 16091, 148 - 161 (2026) [10.1007/978-3-032-07612-0_12]2026   Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Aach, M. (Corresponding author)FZJ* ; Sarma, R.FZJ* ; Neukirchen, H. ; Riedel, M.FZJ* ; Lintermann, A.FZJ*
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]2026   Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Bunino, M. (Corresponding author) ; Sæther, J. S. ; Eickhoff, L. M. ; Lappe, A. E. ; Tsolaki, K. ; Verder, K. ; Mutegeki, H. ; Machacek, R. ; Girone, M. ; Krochak, O.FZJ* ; Rüttgers, M. ; Sarma, R.FZJ* ; Lintermann, A.FZJ*
itwinai: A Python Toolkit for Scalable Scientific Machine Learning on HPC Systems
The journal of open source software 11(117), 9409 (2026) [10.21105/joss.09409]2026   Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Calmet, H. (Corresponding author)Extern* ; Calafell, J.Extern* ; Rishabh, P.Extern* ; Johanning-Meiners, B.RWTH* ; Peiró, A. G.Extern* ; Sarma, R.FZJ* ; Rüttgers, M.Extern* ; Lintermann, A.FZJ* ; Houzeaux, G.Extern*
Virtual nasal cavity populations for flow prediction with distributed graph convolutional neural networks
Physics of fluids 38(2), 027107 (2026) [10.1063/5.0304463]2026   Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Abstract Cifuentes, L. (Corresponding author)FZJ* ; Lintermann, A.FZJ* ; Andreozzi, S.
SPECTRUM Technical Blueprint and Strategic Agenda: Europe's Roadmap to Exabyte-Scale Scientific Infrastructures
2026Astroinformatics 2026, CologneCologne, Germany, 23 Feb 2026 - 27 Feb 20262026-02-232026-02-27 [10.34734/FZJ-2026-01875]   Files  Fulltext BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Abstract Cifuentes, L. (Corresponding author)FZJ*
Turbulence effects on nano-particle formation
2026Seminars of the Spanish Section of the Combustion Institute, MadridMadrid, Spain, 30 Jan 2026 - 30 Jan 20262026-01-302026-01-30 [10.34734/FZJ-2026-01876]   Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Abstract Lintermann, A. (Corresponding author)FZJ*
Exascale HPC for Scalable AI and Simulation Workflows
2026Astroinformatics 2026, CologneCologne, Germany, 23 Feb 2026 - 27 Feb 20262026-02-232026-02-27 [10.34734/FZJ-2026-01874]   Files  Fulltext BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Manzi, A. ; Bardaji, R. ; Rodero, I. ; Moltó, G. ; Fiore, S. ; Campos, I. (Corresponding author) ; Elia, D. ; Sarandrea, F. ; Millar, A. P. ; Spiga, D. ; Bunino, M. ; Accarino, G. ; Asprea, L. ; Bernardo, S. ; Caballer, M. ; Chatzikyriakou, C. ; Ciangottini, D. ; Claus, M. ; Cristofori, A. ; Donno, D. ; Donno, E. ; Ferrario, I. ; Fronza, M. ; Jacob, A. ; Komijani, J. ; Marinkovic, M. K. ; Legger, F. ; Palomo, I. ; Parcero, E. ; Sarma, R.FZJ* ; Sinha Ray, G. ; Vallero, S. ; Zvolensky, J.
interTwin: Advancing Scientific Digital Twins through AI, Federated Computing and Data
Future generation computer systems 179, 108312 (2026) [10.1016/j.future.2025.108312]2026   Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Conference Presentation Navarro-Martinez, S. (Corresponding author) ; Un, T.-H. ; Qiao, J. ; Cifuentes, L.FZJ* ; Lintermann, A.FZJ*
Extreme-Scale LES of Reactive Flows for Safety and Defense Applications
202617th World Congress on Computational Mechanics & 10th European Congress on Computational Methods in Applied Sciences and Engineering, WCCM-ECCOMAS 2026, MunichMunich, Germany, 19 Jul 2026 - 24 Jul 20262026-07-192026-07-24   Files  Fulltext BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Onishi, J. (Corresponding author) ; Kitagawa, H. ; Puri, R. ; Rüttgers, M. ; Sarma, R.FZJ* ; Lintermann, A.FZJ* ; Tsubokura, M.
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"2026   Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a conference proceedings/Contribution to a book Orland, F. (Corresponding author)RWTH* ; Hilgers, T.RWTH* ; Hübenthal, F.RWTH* ; Sarma, R.FZJ* ; Lintermann, A.FZJ* ; Terboven, C.RWTH*
Hybrid Inference Optimization for AI-Enhanced Turbulent Boundary Layer Simulation on Heterogeneous Systems
2026Proceedings 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/HPCAsia 2026, OsakaOsaka, Japan, 26 Jan 2026 - 29 Jan 20262026-01-262026-01-29 New York, NY, USA : ACM 165-176 (2026) [10.1145/3784828.3785255]2026   Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Pfalzner, S. (Corresponding author)FZJ* ; Hachinger, S. ; Zjupa, J.FZJ* ; Cielo, S. ; Wagner, F. W.FZJ* ; Brüggen, M. ; Hagemeier, A.FZJ*
Towards FAIR astrophysical simulations
Frontiers in astronomy and space sciences 13, 1760522 (2026) [10.3389/fspas.2026.1760522]2026   Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Conference Presentation (Outreach) Rathore, P.FZJ* ; Sarma, R.FZJ* ; Cifuentes, L. (Corresponding author)FZJ* ; Abdelsamie, A. ; Chi, C. ; Lintermann, A.FZJ* ; Thévenin, D.
AI-based sub-grid scale closure with Super Resolution Network for Large Eddy Simulations in the human larynx
202617th World Congress on Computational Mechanics & 10th European Congress on Computational Methods in Applied Sciences and Engineering, WCCM-ECCOMAS 2026, MunichMunich, Germany, 19 Jul 2026 - 24 Jul 20262026-07-192026-07-24   Files  Fulltext BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Conference Presentation Rathore, P.FZJ* ; Cifuentes, L. (Corresponding author)FZJ* ; Sarma, R.FZJ* ; Abdelsamie, A. ; Chi, C. ; Thévenin, D. ; Lintermann, A.FZJ*
AI-based reconstruction of sub-grid scales for Large-Eddy Simulations
202637th International Conference on Parallel Computational Fluid Dynamics, ParCFD 2026, NantesNantes, France, 3 Nov 2026 - 6 Nov 20262026-11-032026-11-06   Files  Fulltext BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Poster Rathore, P. (Corresponding author)FZJ* ; Liu, X.FZJ* ; Cifuentes, L.FZJ* ; Sarma, R.FZJ* ; Lintermann, A.FZJ*
AI-based Sub-Grid Scale Closure for Large Eddy Simulations in the Human Larynx
202618th JLESC Workshop, JLESC, JülichJülich, Germany, 19 May 2026 - 21 May 20262026-05-192026-05-21   Files  Fulltext BibTeX | EndNote: XML, Text | RIS