Fabian Orland
M.Sc.
IT Center
Building: 2191
Kopernikusstr. 6
52074 Aachen
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Submenu: Research
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Publications
| Title | Author(s) |
|---|---|
| Predicting Turbulent Boundary Layer Flows Using Transformers Coupled to the Multi-Physics Simulation Tool m-AIA Contribution to a book, Contribution to a conference proceedings (2025) | Sarma, Rakesh (Corresponding author) Hübenthal, Fabian Orland, Fabian Terboven, Christian Lintermann, Andreas |
| Correctness and Performance Analysis of an Open-Source CFD Application Contribution to a book, Contribution to a conference proceedings (2025) | Orland, Fabian (Corresponding author) Jenke, Joachim Liem, Radita Tapaning Hesti |
| Efficient and Scalable AIxeleration of Reactive CFD Solvers Coupled with Deep Learning Inference on Heterogeneous Architectures Contribution to a book, Contribution to a conference proceedings (2025) | Orland, Fabian (Corresponding author) Nista, Ludovico (Corresponding author) Kocher, Nick (Corresponding author) Vanvinckenroye, Joris (Corresponding author) Pitsch, Heinz (Corresponding author) Terboven, Christian (Corresponding author) |
| A Posteriori Untersuchung von CNNs zur Modellierung von Wasserstoffverbrennung Master Thesis (2024) | Vanvinckenroye, Joris Vincent Orland, Fabian (Consultant) Nista, Ludovico (Consultant) |
| Comparative performance study of different libraries for coupling CFD solvers with ML inference Master Thesis (2023) | Kocher, Nick Orland, Fabian (Consultant) |
| A Case Study on Coupling OpenFOAM with Different Machine Learning Frameworks Contribution to a book, Contribution to a conference proceedings (2022) | Orland, Fabian Brose, Kim Sebastian (Corresponding author) Bissantz, Julian Ferraro, Federica Terboven, Christian Hasse, Christian |
| On-the-Fly Calculation of Model Factors for Multi-paradigm Applications Contribution to a book, Contribution to a conference proceedings (2022) | Protze, Joachim (Corresponding author) Orland, Fabian Haldar, Kingshuk Koritzius, Thore Terboven, Christian |
| Comparing and modelling the performance of different ML frameworks and hardware accelerators in a coupled OpenFoam+ML application Master Thesis (2022) | Brose, Kim Sebastian Orland, Fabian (Consultant) |
| Differential Performance Analysis Workflow for Algorithmic Changes Contribution to a book, Contribution to a conference proceedings (2021) | Thärigen, Isabel Protze, Joachim Orland, Fabian Hermanns, Marc-André |
| Critical path-based parallel performance metrics for hybrid MPI+OpenMP applications Bachelor Thesis (2021) | Koritzius, Thore Orland, Fabian (Consultant) Protze, Joachim (Consultant) |
| A Case Study on Addressing Complex Load Imbalance in OpenMP Contribution to a book, Contribution to a conference proceedings (2020) | Orland, Fabian (Corresponding author) Terboven, Christian |