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Efficient Search for New Physics Using Active Learning in the ATLAS Experiment

Searches for new physics set exclusion limits in parameter spaces of typically up to 2 dimensions. However, the relevant theory parameter space is usually of a higher dimension but only a subspace is covered due to the computing time requirements of signal process simulations. An Active Learning app...

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Detalles Bibliográficos
Autores principales: Bhatti, Zubair, Espejo Morales, Irina, Rieck, Patrick, Heinrich, Lukas Alexander, Cranmer, Kyle Stuart, Gadow, Philipp, Von Ahnen, Janik
Lenguaje:eng
Publicado: 2023
Materias:
Acceso en línea:http://cds.cern.ch/record/2871281