Awesome AI for Math

A curated list of awesome papers on AI for Mathematics.

View the Project on GitHub seewoo5/awesome-ai-for-math

Interpretability papers

Title Subject(s) Venue & Year Links & Resources
Can Transformers Do Enumerative Geometry? Algebraic Geometry, Interpretability, Transformer ICLR 2025 Code
Machine learning class numbers of real quadratic fields Number Theory, Interpretability IJDSMS 2023
Machines Learn Number Fields, But How? The Case of Galois Groups Number Theory, Logistic Regression, Decision Tree, Interpretability arXiv 2025 Code