Peer-reviewed results from Sci-Fi-Turbo on scale-resolving simulation, multi-fidelity optimisation and data-driven turbulence modelling for turbomachinery.
Journal articles
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Examining the Potential of High-Order Scale-Resolving Simulation to Support RANS-Based Compressor Airfoil OptimizationG. Goinis, S. Satcunanathan, M. Bergmann · Journal of Turbomachinery, Vol. 148(4), 041002, 2026 doi:10.1115/1.4069802
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Optimization of an Outlet Guiding Vane Cascade Using Multifidelity Surrogate Modeling and Active Learning With Scale-Resolving SimulationsM. F. Ciarlatani, M. Schouler, A. Belme, X. Gloerfelt, P. Cinnella · Journal of Turbomachinery, Vol. 148(12), 2026 doi:10.1115/1.4072662
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PyFR v2.0.3: Towards Industrial Adoption of Scale-Resolving SimulationsF. D. Witherden et al. · Computer Physics Communications, 2025 doi:10.1016/j.cpc.2025.109567
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A Comparative Study of Varying Incidence Angle Effects on a Low-Reynolds-Number Compressor Cascade Based on Experiments and Low-Fidelity and High-Fidelity Numerical SimulationsM. Bergmann, C. Morsbach, F. M. Möller, B. F. Klose, A. Hergt, G. Goinis · Int. J. of Turbomachinery, Propulsion and Power, Vol. 10(4), Art. 42, 2025 doi:10.3390/ijtpp10040042
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Comparison of multi-fidelity surrogate models for multi-objective aerodynamic optimization in turbomachinery under extreme cost imbalanceM. Schouler, A. Belme, P. Cinnella · Advanced Modeling and Simulation in Engineering Sciences, Vol. 12(1), 2025 doi:10.1186/s40323-025-00316-3
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Cache Blocking for Flux Reconstruction: Extension to Navier-Stokes Equations and Anti-AliasingS. Akkurt et al. · Computer Physics Communications, Vol. 305, 2024 doi:10.1016/j.cpc.2024.109332
Conference papers
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Benefits of Scale-Resolving Simulations for Blade Row ConfigurationsG. Klavaris, A. Gantner, T. Danninger, W. Bauer · ASME Turbo Expo 2026, Milan, 15–19 Jun 2026
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Multi-Fidelity Aerodynamic Optimization of a Low-Re OGV Cascade (GT2026-176412)S. Li, N. Andersson · ASME Turbo Expo 2026, Milan, 15–19 Jun 2026