| Can Transformers Do Enumerative Geometry? |
Algebraic Geometry, Interpretability, Transformer |
ICLR 2025 |
Code |
| Hilbert series, machine learning, and applications to physics |
Algebraic Geometry, Mathematical Physics, Neural Network |
Physics Letters B 2024 |
Code |
| Machine Learning Kreuzer–Skarke Calabi–Yau Threefolds |
Mathematical Physics, Algebraic Geometry, Neural Network |
arXiv 2025 |
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| Machine learning line bundle cohomologies of hypersurfaces in toric varieties |
Algebraic Geometry |
Physics Letters B 2019 |
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| 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 |
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