Training ML models on 12.4M VMEC stellarator equilibria shows that two boundary coefficients, RBC1,0 and ZBS1,0, have little effect on quasisymmetry and quasi-isodynamicity, and provides surrogate predictors for these omnigenity metrics.
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
-
Data-Driven Approach to Model the Influence of Magnetic Geometry in the Confinement of Fusion Devices
Training ML models on 12.4M VMEC stellarator equilibria shows that two boundary coefficients, RBC1,0 and ZBS1,0, have little effect on quasisymmetry and quasi-isodynamicity, and provides surrogate predictors for these omnigenity metrics.