Ashvni Narayanan

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20212026

most citedTowards a Mathematics Formalisation Assistant using Large Language Models

2 citations · 2 across the 3 of their papers we have counts for

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cs.LG2025

Transformers know more than they can tell -- Learning the Collatz sequence

François Charton, Ashvni Narayanan

We investigate transformer prediction of long Collatz steps, a complex arithmetic function that maps odd integers to their distant successors in the Collatz sequence ( $u_{n+1}=u_n…

math.NT2025

Learning Euler Factors of Elliptic Curves

Angelica Babei, François Charton, Edgar Costa +5

We apply transformer models and feedforward neural networks to predict Frobenius traces $a_{p}$ from elliptic curves given other traces $a_{q}$ . We train further models to predict $a_p…