awesome-ai-for-math

Algebraic Geometry papers

Title Subject(s) Venue & Year Links & Resources
Can Transformers Do Enumerative Geometry? Algebraic Geometry, Interpretability, Transformer ICLR 2025 Code
Geometric Generality of Transformer-Based Gröbner Basis Computation Algebraic Geometry, Transformer arXiv 2025
Hilbert series, machine learning, and applications to physics Algebraic Geometry, Mathematical Physics, Neural Network Physics Letters B 2024 Code
Learning to compute Gröbner Basis Algebraic Geometry, Transformer NeurIPS 2024 Code
Machine Learning Kreuzer–Skarke Calabi–Yau Threefolds Mathematical Physics, Algebraic Geometry, Neural Network arXiv 2025
Machine learning line bundle cohomologies of hypersurfaces in toric varieties Algebraic Geometry Physics Letters B 2019
Machine-learning dessins d'enfants: explorations via modular and Seiberg–Witten curves Algebraic Geometry, Mathematical Physics Journal of Physics A 2021
New Calabi–Yau manifolds from genetic algorithms Algebraic Geometry, Mathematical Physics, Genetic Algorithm Physics Letters B 2024