A Lorentz-Equivariant Transformer for All of the LHC

We show that the Lorentz-Equivariant Geometric Algebra Transformer (L-GATr) yields state-of-the-art performance for a wide range of machine learning tasks at the Large Hadron Collider. L-GATr represents data in a geometric algebra over space-time and is equivariant under Lorentz transformations. The...

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Hauptverfasser:	Brehmer, Johann, Bresó, Víctor, de Haan, Pim, Plehn, Tilman, Qu, Huilin, Spinner, Jonas, Thaler, Jesse
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science - Learning Physics - High Energy Physics - Experiment Physics - High Energy Physics - Phenomenology
Online-Zugang:	Volltext bestellen
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