Astro2Method: Benchmarking LLMs on Machine Learning Method Selection in Astronomy

Xingzhong Fan, Hangfeng He, Fatemeh Nargesian

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 m…