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20162026
most citedRevealing systematics in phenomenologically viable flux vacua with reinforcement learning

22 citations · 44 across the 7 of their papers we have counts for

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hep-th2022★ 22 cited

CYJAX: A package for Calabi-Yau metrics with JAX

Mathis Gerdes, Sven Krippendorf

We present the first version of CYJAX, a package for machine learning Calabi-Yau metrics using JAX. It is meant to be accessible both as a top-level tool and as a library of modula…

gr-qc2022

A duality connecting neural network and cosmological dynamics

Sven Krippendorf, Michael Spannowsky

We demonstrate that the dynamics of neural networks trained with gradient descent and the dynamics of scalar fields in a flat, vacuum energy dominated Universe are structurally pro…