Blake Jackson

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20242026

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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.RT2025

A geometric model for the non- $I ¨ $ -rigid modules of type $D_{n}$

Blake Jackson

We give a geometric model for the non- $I ¨ $ -rigid modules over acyclic path algebras of type $D_{n}$ . Similar models have been provided for module categories over path alg…

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…

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

A geometric model for the non-I¨-rigid modules of type Dn​

Machine Learning Mutation-Acyclicity of Quivers

A geometric model for the non- $I ¨ $ -rigid modules of type $D_{n}$