PINN ME: A Physics-Informed Neural Network Framework for Accurate Milne–Eddington Inversions of Solar Magnetic Fields
Robert Jarolim et al 2025 ApJL 985 L7
A new framework successfully mitigates observational noise, inverts even large fields of view in a memory-efficient way, and can resolve small-scale features in regions with strong or weak magnetic fields.