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Machine learning and algebraic approaches towards complete matter spectra in 4d F-theory
Martin Bies, Mirjam Cvetič, Ron Donagi, Li Ling, Mingqiang Liu, Fabian Ruehle
Izvirni znanstveni članek
Oznake: Differential Geometry;Algebraic Geometry;F-Theory;Flux Compactifications;Field Theories;Higher Dimensions;
Motivated by engineering vector-like (Higgs) pairs in the spectrum of 4d Ftheory compactifications, we combine machine learning and algebraic geometry techniques to analyze line bundle cohomologies on families of holomorphic curves. To quantify jumps of these cohomologies, we first generate 1.8 mill ...
Leto: 2021 Vir: Digitalna knjižnica Univerze v Mariboru (DKUM)
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