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 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 Talk (non-conference) (Invited) Rathore, I. S.FZJ*
Ground State Magnetic Properties of Mn3Pt Weyl Semimetal
2026Postdoc, PhD and Master’s Day JCNS-2, Forschungszentrum Jülich, JCNS + onlineForschungszentrum Jülich, JCNS + online, Germany, 21 Apr 20262026-04-21 BibTeX | EndNote: XML, Text | RIS