BIRS Workshop Lecture Videos

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BIRS Workshop Lecture Videos

Machine Learning for string vacua Ruehle, Fabian


In string theory, we face a gigantic number of backgrounds, each of which comes with different implications for particle physics and cosmology. On top of this, every backgrounds has a huge number of possible vacua or near-vacua. We describe the computational complexity of the challenges associated with both finding a viable background and finding vacua for this background, and apply machine learning to study a small subset of them.

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