2 papers
hep-th2026
Sampling String Vacua Using Generative Models
Moritz Walden, Magdalena Larfors
We apply generative models to a key problem in the string compactification program, namely construction of type IIB string vacua. To this end, we make use of a Bayesian Flow Networ…
hep-th2024
Learning Group Invariant Calabi-Yau Metrics by Fundamental Domain Projections
Yacoub Hendi, Magdalena Larfors, Moritz Walden
We present new invariant machine learning models that approximate the Ricci-flat metric on Calabi-Yau (CY) manifolds with discrete symmetries. We accomplish this by combining the $…