Elisabeth Fink

works on

cryptographic attacks 1 geodesic length 1 graph neural networks 1 group theory 1 word problem 1

From the 1 of 2 linked papers with an AI index.

most citedHyperbolicity via Geodesic Stability

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

collaborators

2 papers

cs.CR2026

Learning the Word Problem: Geodesic Lengths and Cryptographic Applications

Elisabeth Fink

The paper presents WPNet, a graph neural network that learns to solve the Word Problem and predict geodesic lengths in certain infinite groups, and shows how this can be used to at…

math.MG2026★ 3 cited

Hyperbolicity via Geodesic Stability

Elisabeth Fink

A geodesic $g$ is Morse, for every $L \geq 1, A \geq 0$ there exists a $C = C_{g} (L, A)$ such that any $(L, A)$ -quasi-geodesic connecting two points on $g$ stays $C$ -close to $g$ . The Mo…