Preprints:
From Black Box to Bijection: Interpreting Machine Learning to Build a Zeta Map Algorithm, with Blake Jackson, Kyu-Hwan Lee, 2025. [arXiv]
Publications:
Learning Euler Factors of Elliptic Curves, with Angelica Babei, François Charton, Edgar Costa, Kyu-Hwan Lee, David Lowry-Duda, Ashvni Narayanan, Alexey Pozdnyakov, 2025. To appear in Advances in Theoretical and Mathematical Physics. [arXiv]
Machine Learning Approaches to the Shafarevich-Tate Group of Elliptic Curves, with Angelica Babei, Barinder S. Banwait, AJ Fong, Deependra Singh, 2024. To appear in Advances in Theoretical and Mathematical Physics. [arXiv]
On the Universal Deformation Ring of A Residual Galois Representation with Three Jordan Holder Factors and Modularity, 2023. To appear in Kyoto Journal of Mathematics. [arXiv]