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14–16 Dec 2020
CERN
Europe/Zurich timezone

Reinforcement learning heterotic line bundle models

14 Dec 2020, 16:45
30m
Virtual only (CERN)

Virtual only

CERN

Speaker

Dr Magdalena Larfors (Uppsala University )

Description

Heterotic compactifications on CY 3-folds dressed with line bundle sums provide a fruitful setting for the construction of standard model like models for particle physics. However, the computational resources provide a stumbling block in systematic explorations. In this talk, I will report on experiments where reinforcement learning is used to search for such models. The talk is based on 2003.04817.

Presentation materials