Machine learning initialization to accelerate Stokes profile inversions

R. Gafeira, D. Orozco Suárez, I. Milic +3

In this work, we discuss the application of convolutional neural networks (CNNs) as a tool to advantageously initialize Stokes profile inversions. To demonstrate the usefulness of…