Astro2Method: Benchmarking LLMs on Machine Learning Method Selection in Astronomy.

arXiv:2610.30282v1 Announce Type: cross Abstract: Machine learning (ML) is increasingly used in astronomy, but choosing a suitable method for a scientific problem often requires expertise in both astronomy and ML. Large language models (LLMs) could help astron