Ed Hirst (@edhirst)
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edhirst

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Top repositories

1

GrassmanniansML

Generation of Grassmannian cluster variables via Young tableaux and their ML (arXiv: 2212.09771).
Jupyter Notebook
3
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2

P4CY3ML

Supervised & unsupervised machine-learning techniques are applied to the database of weighted P4s which admit Calabi-Yau hypersurfaces (arXiv: 2112.06350).
Python
3
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3

ClusterAlgebrasML

Supervised machine learning techniques and general network analysis methods are applied to Cluster Algebras and their exchange graphs (arXiv: 2203.13847).
Jupyter Notebook
2
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4

PolytopeML

Machine learning techniques are applied to datasets of polygons & polyhedra, examining how properties such as volume, dual volume, reflexivity can be learnt from Plucker coordinate representation using neural networks (arXiv: 2109.09602).
Python
2
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