papers
Publications (2)
physics.flu-dyn2025
Physics-Informed Neural Networks for Transonic Flows around an Airfoil
Simon Wassing, Stefan Langer, Philipp Bekemeyer
Physics-informed neural networks have gained popularity as a deep-learning based parametric partial differential equation solver. Especially for engineering applications, this appr…
physics.flu-dyn2024
Physics-Informed Neural Networks for Parametric Compressible Euler Equations
Simon Wassing, Stefan Langer, Philipp Bekemeyer
The numerical approximation of solutions to the compressible Euler and Navier-Stokes equations is a crucial but challenging task with relevance in various fields of science and eng…