15 citations · 17 across the 2 of their papers we have counts for
2 papers
physics.plasm-ph2022★ 15 cited
In Search of a Data Driven Symbolic Multi-Fluid 10-Moment Model Closure
John Donaghy, Kai Germaschewski
The inclusion of kinetic effects into fluid models has been a long standing problem in magnetic reconnection and plasma physics. Generally the pressure tensor is reduced to a scala…
physics.plasm-ph2021★ 2 cited
Inference and De-Noising of Non-Gaussian Particle Distribution Functions: A Generative Modeling Approach
John Donaghy, Kai Germaschewski
The particle-in-cell numerical method of plasma physics balances a trade-off between computational cost and intrinsic noise. Inference on data produced by these simulations general…