Grid instability growth rates for explicit, electrostatic momentum- and energy-conserving particle-in-cell algorithms
arXiv:2503.13697 · doi:10.1063/5.0271598
Abstract
When the Debye length is not resolved in a simulation using the most common particle-in-cell (PIC) algorithm, the plasma will unphysically heat until the Debye length becomes resolved via a phenomenon known as grid heating. This article presents detailed numerical measurements of grid heating for several explicit PIC algorithms including the first systematic (covering the Debye length resolution and drift-velocity parameter space) study of grid-heating growth rates for the most-common electrostatic momentum-conserving PIC algorithm. Additionally, we derive and test a cubic-spline-based PIC algorithm that ensures that the interpolated electric field has a continuous first derivative, but find that a differentiable electric field has minimal impact on grid-heating stability. Also considered are energy-conserving PIC algorithms with linear and quadratic interpolation functions. In all cases, we find that unphysical heating can occur for some combinations of Debye under-resolution and plasma drift. We demonstrate analytically and numerically that grid heating cannot be eliminated by using a higher-order field solve, and give an analytical expression for the cold-beam stability limits of some energy-conserving algorithms.
Accepted version, 15 pages, 6 figures
References in corpus (8)
- Simulation benchmarks for low-pressure plasmas: capacitive discharges
- An Energy- and Charge-conserving, Implicit, Electrostatic Particle-in-Cell Algorithm
- The Energy Conserving Particle-in-Cell Method
- Variational formulation of particle algorithms for kinetic plasma simulations
- Structure-preserving second-order integration of relativistic charged particle trajectories in electromagnetic fields
- On Energy and Momentum Conservation in Particle-in-Cell Simulation
- Efficient Fourier Basis Particle Simulation
- Explicit energy-conserving modification of relativistic PIC method