A hybrid model that replaces the EM solver in an HPM breakdown simulation with a Fourier Neural Operator reproduces streamer evolution and runs about 60x faster than the standard FDTD solver.
Title resolution pending
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
physics.plasm-ph 1years
2025 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
Hybrid Fourier Neural Operator-Plasma Fluid Model for Fast and Accurate Multiscale Simulations of High Power Microwave Breakdown
A hybrid model that replaces the EM solver in an HPM breakdown simulation with a Fourier Neural Operator reproduces streamer evolution and runs about 60x faster than the standard FDTD solver.