awesome-ai-for-math

Transformer papers

Title Subject(s) Venue & Year Links & Resources
Can Transformers Do Enumerative Geometry? Algebraic Geometry, Interpretability, Transformer ICLR 2025 Code
Global Lyapunov functions: a long-standing open problem in mathematics, with symbolic transformers Analysis, Transformer NeurIPS 2024 Code
Int2Int: a framework for mathematics with transformers Number Theory, Transformer arXiv 2025 Code
Interpretable Machine Learning for Kronecker Coefficients Representation Theory, Neural Network, Symbolic Regression, PCA, Transformer arXiv 2025
Learning Euler factors of elliptic curves Number Theory, Transformer arXiv 2025
PatternBoost: Constructions in Mathematics with a Little Help from AI Discrete Geometry, Combinatorics, Transformer, RL arXiv 2024 Code
Studying number theory with deep learning: a case study with the Möbius and squarefree indicator functions Number Theory, Transformer arXiv 2025 Code
What makes math problems hard for reinforcement learning: a case study Group Theory, RL, Transformer arXiv 2024 Code