Edward Hirst

activity

20202026

most citedQuiver Mutations, Seiberg Duality and Machine Learning

41 citations · 250 across the 22 of their papers we have counts for

collaborators

Showing math.DGShow all

2 papers · 1 filter

math.DG2026

Neural and numerical methods for $G_{2}$ -structures on contact Calabi-Yau 7-manifolds

Elli Heyes, Edward Hirst, Henrique N. Sá Earp +1

A numerical framework for approximating $G_{2}$ -structure 3-forms on contact Calabi-Yau manifolds is presented. The approach proceeds in three stages: first, existing neural…

math.DG2023★ 11 cited

Machine learning Sasakian and $G_{2}$ topology on contact Calabi-Yau $7$ -manifolds

Daattavya Aggarwal, Yang-Hui He, Elli Heyes +3

We propose a machine learning approach to study topological quantities related to the Sasakian and $G_{2}$ -geometries of contact Calabi-Yau $7$ -manifolds. Specifically, we compute da…

Neural and numerical methods for G2​-structures on contact Calabi-Yau 7-manifolds

Machine learning Sasakian and G2​ topology on contact Calabi-Yau 7-manifolds

Neural and numerical methods for $G_{2}$ -structures on contact Calabi-Yau 7-manifolds

Machine learning Sasakian and $G_{2}$ topology on contact Calabi-Yau $7$ -manifolds