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Does Lorentz-symmetric design boost network performance in jet physics?

In the deep learning era, improving the neural network performance in jet physics is a rewarding task as it directly contributes to more accurate physics measurements at the LHC. Recent research has proposed various network designs in consideration of the full Lorentz symmetry, but its benefit is st...

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Detalles Bibliográficos
Autores principales: Li, Congqiao, Qu, Huilin, Qian, Sitian, Meng, Qi, Gong, Shiqi, Zhang, Jue, Liu, Tie-Yan, Li, Qiang
Lenguaje:eng
Publicado: 2022
Materias:
Acceso en línea:http://cds.cern.ch/record/2847441