Internet publication
Heterotic string model building with monad bundles and reinforcement learning
- Abstract:
-
We use reinforcement learning as a means of constructing string compactifications with prescribed properties. Specifically, we study heterotic SO(10) GUT models on Calabi-Yau three-folds with monad bundles, in search of phenomenologically promising examples. Due to the vast number of bundles and the sparseness of viable choices, methods based on systematic scanning are not suitable for this class of models. By focusing on two specific manifolds with Picard numbers two and three, we show that ...
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- Publication status:
- Published
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Bibliographic Details
- Publication date:
- 2021-08-16
Item Description
- Language:
- English
- Keywords:
- Pubs id:
-
1211328
- Local pid:
- pubs:1211328
- Deposit date:
- 2022-02-02
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- Copyright holder:
- Constantin et al.
- Copyright date:
- 2021
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