http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Hassanian, R. (Corresponding author) ; Aach, M.FZJ* ; Lintermann, A.FZJ* ; Helgadóttir, Á. ; Riedel, M.FZJ*
Turbulent Flow Prediction-Simulation: Strained Flow with Initial Isotropic Condition Using a GRU Model Trained by an Experimental Lagrangian Framework, with Emphasis on Hyperparameter Optimization
Fluids 9(4), 84 (2024) [10.3390/fluids9040084]2024   Files  Fulltext BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Higashida, A. ; Ando, K. (Corresponding author) ; Rüttgers, M.FZJ* ; Lintermann, A.FZJ* ; Tsubokura, M.
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]2024   Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Liu, X. (Corresponding author)FZJ* ; Rüttgers, M.FZJ* ; Quercia, A.FZJ* ; Egele, R. ; Pfaehler, E.FZJ* ; Shende, R.RWTH* ; Aach, M.FZJ* ; Schröder, W.RWTH* ; Balaprakash, P. ; Lintermann, A.FZJ*
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]2024   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 Ouardghi, A.FZJ* ; asmouh, i. (Corresponding author)
A Backward-Characteristics Monotonicity Preserving Method for Stiff Transport Problems
202424th International Conference on Computational Science, ICCS2024, MalagaMalaga, Spain, 2 Jul 2024 - 4 Jul 20242024-07-022024-07-04 Heidelberg : Springer, Lecture Notes in Computer Science 14838, (2024) [10.1007/978-3-031-63783-4_4]2024   Files  Fulltext BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Conference Presentation (After Call) Ouardghi, A. (Corresponding author)FZJ* ; Speck, R.FZJ*
A Parallel-in-Time Spectral Deferred Correction Finite Element Method for Unsteady Incompressible Viscous Flow Problems
2024SIAM Conference on Parallel Processing for Scientific Computing, SIAM PP24, BaltimoreBaltimore, USA, 5 Mar 2024 - 8 Mar 20242024-03-052024-03-08 [10.34734/FZJ-2025-00176]   Files  Fulltext BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Conference Presentation (After Call) Ouardghi, A. (Corresponding author)FZJ* ; Speck, R.FZJ*
A Parallel-in-Time Spectral Deferred Corrections method for the incompressible Navier-Stokes equations
202435th Parallel CFD International Conference 2024, ParCFD 2024, University Club BonnUniversity Club Bonn, Germany, 2 Sep 2024 - 4 Sep 20242024-09-022024-09-04 [10.34734/FZJ-2025-00177]   Files  Fulltext BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Conference Presentation (After Call) Ouardghi, A. (Corresponding author)FZJ* ; Speck, R.FZJ*
Parallel SDC for fluid flow simulations
2024SDC Days 2024, GrenobleGrenoble, France, 16 Dec 2024 - 19 Dec 20242024-12-162024-12-19 [10.34734/FZJ-2025-00179]   Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Puri, R. (Corresponding author) ; Onishi, J. ; Rüttgers, M.FZJ* ; Sarma, R.FZJ* ; Tsubokura, M. ; Lintermann, A.FZJ*
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]2024   Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Rüttgers, M. (Corresponding author)FZJ* ; Waldmann, M.RWTH* ; Vogt, K. ; Ilgner, J. ; Schröder, W.RWTH* ; Lintermann, A.FZJ*
Automated surgery planning for an obstructed nose by combining computational fluid dynamics with reinforcement learning
Computers in biology and medicine 173, 108383 (2024) [10.1016/j.compbiomed.2024.108383]2024   Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Talk (non-conference) (Other) Sarma, R. (Corresponding author)FZJ* ; Rüttgers, M.FZJ* ; Bunino, M. ; Lintermann, A.FZJ*
Digital Twin Engine for Science: an ML Workflow perspective
2024IEK-internal Seminar, GermanyGermany, 8 Jul 2024 - 8 Jul 20242024-07-082024-07-08 [10.5281/ZENODO.13253918]   Fulltext BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Sarma, R. (Corresponding author)FZJ* ; Hübenthal, F. ; Inanc, E.FZJ* ; Lintermann, A.FZJ*
Prediction of Turbulent Boundary Layer Flow Dynamics with Transformers
Mathematics 12(19), 2998 (2024) [10.3390/math12192998]2024   Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Sarma, R. (Corresponding author)FZJ* ; Inanc, E.FZJ* ; Aach, M.FZJ* ; Lintermann, A.FZJ*
Parallel and scalable AI in HPC systems for CFD applications and beyond
2, 1444337 pp. (2024) [10.3389/fhpcp.2024.1444337]2024   Files  Fulltext BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Wulff, E. (Corresponding author) ; Garcia Amboage, J. P. ; Aach, M.FZJ* ; Gislason, T. E. ; Ingolfsson, T. K. ; Ingolfsson, T. K. ; Pasetto, E.FZJ* ; Delilbasic, A.FZJ* ; Riedel, M.FZJ* ; Sarma, R.FZJ* ; Girone, M. ; Lintermann, A.FZJ*
Distributed hybrid quantum-classical performance prediction for hyperparameter optimization
Quantum machine intelligence 6(2), 59 (2024) [10.1007/s42484-024-00198-5]2024   Files BibTeX | EndNote: XML, Text | RIS