Truth, beauty, and goodness in grand unification: A machine learning approach

Kawai, Shinsuke; Okada, Nobuchika

doi:10.1016/j.physletb.2024.139221

Title: Truth, beauty, and goodness in grand unification: A machine learning approach

Journal Article · 31 December 2024 · Physics Letters. B

DOI: https://doi.org/10.1016/j.physletb.2024.139221 · OSTI ID:2483790

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Sponsoring Organization:: USDOE

Grant/Contract Number:: SC0012447; SC0023713

OSTI ID:: 2483790

Journal Information:: Physics Letters. B, Journal Name: Physics Letters. B Journal Issue: C Vol. 860; ISSN 0370-2693

Publisher:: ElsevierCopyright Statement

Country of Publication:: Netherlands

Language:: English

References (10)

Fermion masses and Higgs representations in SU(5) Ellis, John; Gaillard, Mary K. Physics Letters B, Vol. 88, Issue 3-4 https://doi.org/10.1016/0370-2693(79)90476-3	journal	December 1979
A new lepton-quark mass relation in a unified theory Georgi, Howard; Jarlskog, C. Physics Letters B, Vol. 86, Issue 3-4 https://doi.org/10.1016/0370-2693(79)90842-6	journal	October 1979
Exploring the truth and beauty of theory landscapes with machine learning Matchev, Konstantin T.; Matcheva, Katia; Ramond, Pierre Physics Letters B, Vol. 856 https://doi.org/10.1016/j.physletb.2024.138941	journal	September 2024
Review of Particle Physics Navas, S.; Amsler, C.; Gutsche, T. Physical Review D, Vol. 110, Issue 3 https://doi.org/10.1103/PhysRevD.110.030001	journal	August 2024
Is doublet-triplet splitting necessary? Doršner, Ilja; Saad, Shaikh Physical Review D, Vol. 110, Issue 7 https://doi.org/10.1103/PhysRevD.110.075025	journal	October 2024
Inflationary universe: A possible solution to the horizon and flatness problems Guth, Alan H. Physical Review D, Vol. 23, Issue 2 https://doi.org/10.1103/PhysRevD.23.347	journal	January 1981
Renormalization group study of the standard model and its extensions: The minimal supersymmetric standard model Castaño, D. J.; Piard, E. J.; Ramond, P. Physical Review D, Vol. 49, Issue 9 https://doi.org/10.1103/PhysRevD.49.4882	journal	May 1994
Higgs inflation in minimal supersymmetric S U ( 5 ) grand unified theory Arai, Masato; Kawai, Shinsuke; Okada, Nobuchika Physical Review D, Vol. 84, Issue 12 https://doi.org/10.1103/PhysRevD.84.123515	journal	December 2011
Multifield dynamics of supersymmetric Higgs inflation in S U ( 5 ) GUT Kawai, Shinsuke; Kim, Jinsu Physical Review D, Vol. 93, Issue 6 https://doi.org/10.1103/PhysRevD.93.065023	journal	March 2016
Unity of All Elementary-Particle Forces Georgi, Howard; Glashow, S. L. Physical Review Letters, Vol. 32, Issue 8 https://doi.org/10.1103/PhysRevLett.32.438	journal	February 1974

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