Redundancy within quadratic twist classes in elliptic curve datasets is sufficient to produce highly accurate machine learning predictions of Frobenius traces.
Murmurations of Dirichlet characters.International Mathematics Research Notices, 2025(1), 2025
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How Twist Class Redundancy Drives the Prediction of Traces of Frobenius of Elliptic Curves
Redundancy within quadratic twist classes in elliptic curve datasets is sufficient to produce highly accurate machine learning predictions of Frobenius traces.