Name
Title | ||
|---|---|---|
Detection and prediction of equilibrium states in kinetic plasma simulations via mode tracking using reduced-order dynamic mode decomposition |
Abstract | ||
|---|---|---|
•Dynamic mode decomposition (DMD) based reduced-order model for kinetic plasmas.•Algorithm for in-line detection of equilibrium state of a dynamical system.•Algorithm for tracking of DMD eigenvalues and modes to aid equilibrium detection.•Detecting and predicting equilibrium state to expedite high-fidelity simulations.•Speeding up electromagnetic particle-in-cell kinetic plasma simulations. |
Year | DOI | Venue |
|---|---|---|
2021 | 10.1016/j.jcp.2021.110671 | Journal of Computational Physics |
Keywords | DocType | Volume |
Equilibrium detection,Kinetic plasma,Limit cycle detection,Particle-in-cell,Reduced-order models,Dynamic mode decomposition | Journal | 447 |
ISSN | Citations | PageRank |
0021-9991 | 0 | 0.34 |
References | Authors | |
0 | 3 | |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Indranil Nayak | 1 | 0 | 0.34 |
| Mrinal Kumar | 2 | 37 | 7.11 |
| Fernando L. Teixeira | 3 | 97 | 16.97 |