Search Results for author: Mehmet Demirtas

Found 2 papers, 0 papers with code

Neural Network Field Theories: Non-Gaussianity, Actions, and Locality

no code implementations6 Jul 2023 Mehmet Demirtas, James Halverson, Anindita Maiti, Matthew D. Schwartz, Keegan Stoner

Conversely, the correspondence allows one to engineer architectures realizing a given field theory by representing action deformations as deformations of neural network parameter densities.

Superradiance in String Theory

no code implementations11 Mar 2021 Viraf M. Mehta, Mehmet Demirtas, Cody Long, David J. E. Marsh, Liam McAllister, Matthew J. Stott

We perform an extensive analysis of the statistics of axion masses and interactions in compactifications of type IIB string theory, and we show that black hole superradiance excludes some regions of Calabi-Yau moduli space.

High Energy Physics - Theory Cosmology and Nongalactic Astrophysics High Energy Physics - Phenomenology

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