Efficient search for new physics using Active Learning in the ATLAS Experiment

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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, Skorda, Eleni, Von Ahnen, Janik, Pottgen, Ruth
Lenguaje:eng
Publicado: 2023
Materias:
Particle Physics - Experiment
Acceso en línea:http://cds.cern.ch/record/2857982

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