...
There exists a rich literature of astronomical uses of AI/ML, here are some interesting papers/talks that might be relevant:
Image
...
and image artifact classification
CIRADA (Canadian Initiative for Radio Astronomy Data Analysis)'s use of Self-organizing maps for their VLASS catalogs: CIRADA catalog users guide
...