Machine-Learning Algebraic & Geometric Structures: Implications to String Pheno

<!--HTML-->We report some recent experiments in machine-learning applied to various mathematical problems such as computing Hodge numbers, recognizing elliptic fibrations, distinguishing finite simple groups, etc., many of which have direct consequences in string phenomenology. The mysterious...

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Detalles Bibliográficos
Autor principal: He, Yang-Hui
Lenguaje:eng
Publicado: 2019
Materias:
TH institutes
Acceso en línea:http://cds.cern.ch/record/2680255
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author He, Yang-Hui
author_facet He, Yang-Hui
author_sort He, Yang-Hui
collection CERN
description <!--HTML-->We report some recent experiments in machine-learning applied to various mathematical problems such as computing Hodge numbers, recognizing elliptic fibrations, distinguishing finite simple groups, etc., many of which have direct consequences in string phenomenology. The mysterious success of the ML, often bypassing traditional expensive algorithms, potentially suggests hithertofore unseen structures.
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institution Organización Europea para la Investigación Nuclear
language eng
publishDate 2019
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spelling cern-26802552022-11-02T22:34:58Zhttp://cds.cern.ch/record/2680255engHe, Yang-HuiMachine-Learning Algebraic & Geometric Structures: Implications to String PhenoString Geometry and String Phenomenology InstituteTH institutes<!--HTML-->We report some recent experiments in machine-learning applied to various mathematical problems such as computing Hodge numbers, recognizing elliptic fibrations, distinguishing finite simple groups, etc., many of which have direct consequences in string phenomenology. The mysterious success of the ML, often bypassing traditional expensive algorithms, potentially suggests hithertofore unseen structures.oai:cds.cern.ch:26802552019
spellingShingle TH institutes
He, Yang-Hui
Machine-Learning Algebraic & Geometric Structures: Implications to String Pheno
title Machine-Learning Algebraic & Geometric Structures: Implications to String Pheno
title_full Machine-Learning Algebraic & Geometric Structures: Implications to String Pheno
title_fullStr Machine-Learning Algebraic & Geometric Structures: Implications to String Pheno
title_full_unstemmed Machine-Learning Algebraic & Geometric Structures: Implications to String Pheno
title_short Machine-Learning Algebraic & Geometric Structures: Implications to String Pheno
title_sort machine-learning algebraic & geometric structures: implications to string pheno
topic TH institutes
url http://cds.cern.ch/record/2680255
work_keys_str_mv AT heyanghui machinelearningalgebraicgeometricstructuresimplicationstostringpheno
AT heyanghui stringgeometryandstringphenomenologyinstitute

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