Hilbert Series, Machine Learning, and Applications to Physics

Jiakang Bao, Yang-Hui He, Edward Hirst +3

We describe how simple machine learning methods successfully predict geometric properties from Hilbert series (HS). Regressors predict embedding weights in projective space to ${\s…