awesome-ai-for-math

Number Theory papers

Title Subject(s) Venue & Year Links & Resources
Algorithm-assisted discovery of an intrinsic order among mathematical constants Number Theory PNAS 2024 Code
Automated Search for Conjectures on Mathematical Constants using Analysis of Integer Sequences Number Theory ICML 2023 Code
From Euler to AI: Unifying Formulas for Mathematical Constants Number Theory, LLM arXiv 2025 Code
Generating conjectures on fundamental constants with the Ramanujan Machine Number Theory Nature 2021 Code
Int2Int: a framework for mathematics with transformers Number Theory, Transformer arXiv 2025 Code
Learning Euler factors of elliptic curves Number Theory, Transformer arXiv 2025
Learning Fricke signs from Maass form Coefficients Number Theory, LDA arXiv 2025
Machine Learning Approaches to the Shafarevich-Tate Group of Elliptic Curves Number Theory, Neural Network, Decision Tree IJDSMS 2024 Code
Machine learning assisted exploration for affine Deligne-Lusztig varieties Number Theory, Representation Theory Peking Math J 2024 Code
Machine learning class numbers of real quadratic fields Number Theory, Interpretability IJDSMS 2023
Machine learning invariants of arithmetic curves Number Theory, Logistic Regression, Random Forest Journal of Symbolic Computation 2023
Machine Learning Number Fields Number Theory, Neural Network, Random Forest MCGD 2022
Machine Learning the vanishing order of rational L-functions Number Theory, LDA, Neural Network arXiv 2025
Machine-learning Sato-Tate conjecture Number Theory Journal of Symbolic Computation 2022
Machines Learn Number Fields, But How? The Case of Galois Groups Number Theory, Logistic Regression, Decision Tree, Interpretability arXiv 2025 Code
Murmurations of Elliptic Curves Number Theory, PCA Experimental Mathematics 2024 Quanta
Predicting root numbers with neural networks Number Theory, RNN, CNN IJDSMS 2024
Ranks of elliptic curves and deep neural networks Number Theory, CNN Research in Number Theory 2023 Code
Studying number theory with deep learning: a case study with the Möbius and squarefree indicator functions Number Theory, Transformer arXiv 2025 Code
Unsupervised Discovery of Formulas for Mathematical Constants Number Theory NeurIPS 2024 Code