Fabian Waschkowski

Multi-objective CFD-driven development of coupled turbulence closure models

Fabian Waschkowski, Yaomin Zhao, Richard D. Sandberg et al. · Journal of Computational Physics · 2021 · 54 citations · Full text

Engineering, Aerospace Engineering, Fluid Mechanics +6

Toward More General Turbulence Models via Multicase Computational-Fluid-Dynamics-Driven Training

Yuan Fang, Yaomin Zhao, Fabian Waschkowski et al. · AIAA Journal · 2023 · 36 citations

Engineering, Machine Learning, Fluid Mechanics +17

Towards robust and accurate Reynolds-averaged closures for natural convection via multi-objective CFD-driven machine learning

Xiaowei Xu, Fabian Waschkowski, Andrew Ooi et al. · International Journal of Heat and Mass Transfer · 2022 · 33 citations

Numerical Analysis, Unsteady Flow, Engineering +13

Transition Modeling for Low Pressure Turbines Using Computational Fluid Dynamics Driven Machine Learning

Harshal D. Akolekar, Fabian Waschkowski, Yaomin Zhao et al. · Energies · 2021 · 28 citations · Full text

Engineering, Flow Control, Transition Prediction +19

A coupled framework for symbolic turbulence models from deep-learning

Chitrarth Lav, Andrew Banko, Fabian Waschkowski et al. · International Journal of Heat and Fluid Flow · 2023 · 14 citations · Full text

Artificial Intelligence, High-fidelity Reynolds Stress, Geometric Learning +17