Direct Prediction of Steady-State Flow Fields in Meshed Domain with Graph Networks

no code implementations • 6 May 2021 • Lukas Harsch, Stefan Riedelbauch

We propose a model to directly predict the steady-state flow field for a given geometry setup.

Transferable Model for Shape Optimization subject to Physical Constraints

no code implementations • 19 Mar 2021 • Lukas Harsch, Johannes Burgbacher, Stefan Riedelbauch

The network is used to infer the solution of flow simulations, which will be shown for a wide range of generic channel flow simulations.