28 citations · 83 across the 8 of their papers we have counts for
3 papers · 1 filter
Learning Size and Shape of Calabi-Yau Spaces
Magdalena Larfors, Andre Lukas, Fabian Ruehle +1
We present a new machine learning library for computing metrics of string compactification spaces. We benchmark the performance on Monte-Carlo sampled integrals against previous nu…
Deep multi-task mining Calabi-Yau four-folds
Harold Erbin, Riccardo Finotello, Robin Schneider +1
We continue earlier efforts in computing the dimensions of tangent space cohomologies of Calabi-Yau manifolds using deep learning. In this paper, we consider the dataset of all Cal…
Generalized Vanishing Theorems for Yukawa Couplings in Heterotic Compactifications
Lara B. Anderson, James Gray, Magdalena Larfors +2
Heterotic compactifications on Calabi-Yau threefolds frequently exhibit textures of vanishing Yukawa couplings in their low energy description. The vanishing of these couplings is…