Deep learning in the heterotic orbifold landscape

Andreas Mütter, Erik Parr, Patrick K. S. Vaudrevange

We use deep autoencoder neural networks to draw a chart of the heterotic ${\mathbb{Z}}_6$-II orbifold landscape. Even though the autoencoder is trained without knowing the phenomenol…