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Publikationen

2026
Hybrid Inference Optimization for AI-Enhanced Turbulent Boundary Layer Simulation on Heterogeneous Systems[Open Access]
Orland, Fabian; Hilgers, Tom; Hübenthal, Fabian; Sarma, Rakesh; Lintermann, Andreas; Terboven, Christian
Proceedings of the Supercomputing Asia and International Conference on High Performance Computing in Asia Pacific Region Workshops 165-176 (2026)
Towards a widespread usage of computational fluid dynamics simulations for automated virtual nasal surgery planning[Open Access]
Rüttgers, Mario; Waldmann, Moritz; Hübenthal, Fabian; Vogt, Klaus; Tsubokura, Makoto; Lee, Sangseung; Lintermann, Andreas
Future generation computer systems 174 107935 (2026)
2025
Parallel Reinforcement Learning and Gaussian Process Regression for Improved Physics-Based Nasal Surgery Planning[Open Access]
Rüttgers, Mario; Hübenthal, Fabian; Tsubokura, Makoto; Lintermann, Andreas
Parallel processing and applied mathematics : 15th international conference, PPAM 2024, Ostrava, Czech Republic, September 8-11, 2024 : revised selected papers, Part III / Roman Wyrzykowski, Jack Dongarra, Ewa Deelman, Konrad Karczewski, editors 15581 79-96 (2025)
Predicting Turbulent Boundary Layer Flows Using Transformers Coupled to the Multi-Physics Simulation Tool m-AIA[Open Access]
Sarma, Rakesh; Hübenthal, Fabian; Orland, Fabian; Terboven, Christian; Lintermann, Andreas
Proceedings of the 35th Parallel Computational Fluid Dynamics International Conference 2024 / Andreas Lintermann, Sohel Sebastian Herff and Jens Henrik Göbbert ; Forschungszentrum Jülich GmbH, Institute for Advanced Simulation (IAS), Jülich Supercomputing Centre (JSC) 69 76-79 (2025)
2024
Surrogate Modeling for Active Drag Reduction in Turbulent Boundary Layer Flows Using Multitask Gaussian Process Regression[Open Access]
Hübenthal, Fabian; Meinke, Matthias; Schröder, Wolfgang
Proceedings in applied mathematics and mechanics : PAMM 24-4 e202400186 (2024)
Prediction of Turbulent Boundary Layer Flow Dynamics with Transformers[Open Access]
Sarma, Rakesh; Hübenthal, Fabian; Inanc, Eray; Lintermann, Andreas
Mathematics : open access journal 12-19 2998 (2024)
2023
Surrogate‐based optimization for active drag reduction of turbulent boundary layer flows[Open Access]
Hübenthal, Fabian; Albers, Marian; Meinke, Matthias; Schröder, Wolfgang
Proceedings in applied mathematics and mechanics : PAMM 23-4 e202300190 (2023)