A cycle-consistent U-Net surrogate for SOLPS-ITER predicts 2D edge-plasma fields in milliseconds and recovers control parameters from fields, with self-consistency checks.
Title resolution pending
1 Pith paper cite this work, alongside 526 external citations. Polarity classification is still indexing.
1
Pith paper citing it
526
external citations · OpenAlex
fields
physics.comp-ph 1years
2026 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
Cycle-Consistent and Uncertainty-Aware Neural Surrogates for Tokamak Edge Plasmas
A cycle-consistent U-Net surrogate for SOLPS-ITER predicts 2D edge-plasma fields in milliseconds and recovers control parameters from fields, with self-consistency checks.