3 citations · 5 across the 2 of their papers we have counts for
2 papers
physics.comp-ph2023★ 3 cited
Physics-Preserving AI-Accelerated Simulations of Plasma Turbulence
Robin Greif, Frank Jenko, Nils Thuerey
Turbulence in fluids, gases, and plasmas remains an open problem of both practical and fundamental importance. Its irreducible complexity usually cannot be tackled computationally…
physics.flu-dyn2022★ 2 cited
Leveraging Stochastic Predictions of Bayesian Neural Networks for Fluid Simulations
Maximilian Mueller, Robin Greif, Frank Jenko +1
We investigate uncertainty estimation and multimodality via the non-deterministic predictions of Bayesian neural networks (BNNs) in fluid simulations. To this end, we deploy BNNs i…