papers

Publications (11)

math.CO2025

Machine Learning Mutation-Acyclicity of Quivers

Kymani T. K. Armstrong-Williams, Edward Hirst, Blake Jackson +1

Machine learning (ML) has emerged as a powerful tool in mathematical research in recent years. This paper applies ML techniques to the study of quivers -- a type of directed multig…

math.CO2025

From Black Box to Bijection: Interpreting Machine Learning to Build a Zeta Map Algorithm

Xiaoyu Huang, Blake Jackson, Kyu-Hwan Lee

There is a large class of problems in algebraic combinatorics which can be distilled into the same challenge: construct an explicit combinatorial bijection. Traditionally, research…

math.NT2026

The Mathieu group is a Galois group over

Xiaoyu Huang, Blake Jackson, Kyu-Hwan Lee +3

Researchers studying the inverse Galois problem realized 25 of the 26 sporadic finite simple groups as Galois groups over during 1984--1989. We complete this program b…

math.RT2025

A geometric model for the non--rigid modules of type

Blake Jackson

We give a geometric model for the non--rigid modules over acyclic path algebras of type . Similar models have been provided for module categories over path alg…

math.RT2023

An Intersection-Dimension Formula for Preprojective Modules of Type

Blake Jackson

This paper proves the existence of an intersection-dimension formula for preprojective modules over path algebras of type . Identical intersection-dimension formul…

math.CO2023

Answering Two OPAC Problems Involving Banff Quivers

Tucker J. Ervin, Blake Jackson

In a post on the Open Problems in Algebraic Combinatorics (OPAC) blog, E. Bucher and J. Machacek posed three open problems: OPAC-033, OPAC-034, and OPAC-035. These three problems d…