Speaker
Athanasios Koutsostathis
(Institut für Beschleunigerphysik und Technologie, Karlsruher Institut für Technologie)
Description
Detector performance studies, which emphasise on spatial resolution and detector efficiency, require the generation of an external particle track to probe the detector under testing. The Artificial Retina method provides a set of weights for the cluster centroids, which reproduce the particle track, thus supporting the reconstruction of the particle track. A series of Monte-Carlo simulations have been conducted, which provide insight on the sub-processes and limitations of the Artificial Retina. Additionally, the method has been implemented on the analysis of test-beam data for the ATLAS New Small Wheel Micromegas detectors, which validates the method and its effectiveness.
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Author
Athanasios Koutsostathis
(Institut für Beschleunigerphysik und Technologie, Karlsruher Institut für Technologie)
Co-authors
Theodoros Alexopoulos
(National Technical University of Athens (NTUA))
Ioannis Kopsalis
(National Technical University of Athens (NTUA))
Stavros Maltezos
(National Technical University of Athens (NTUA))