Article ; Online: Machine learning techniques for detecting topological avatars of new physics.
Philosophical transactions. Series A, Mathematical, physical, and engineering sciences
2019 Volume 377, Issue 2161, Page(s) 20190392
Abstract: The search for highly ionizing particles in nuclear track detectors (NTDs) traditionally requires experts to manually search through samples in order to identify regions of interest that could be a hint of physics beyond the standard model of particle ... ...
Abstract | The search for highly ionizing particles in nuclear track detectors (NTDs) traditionally requires experts to manually search through samples in order to identify regions of interest that could be a hint of physics beyond the standard model of particle physics. The advent of automated image acquisition and modern data science, including machine learning-based processing of data presents an opportunity to accelerate the process of searching for anomalies in NTDs that could be a hint of a new physics avatar. The potential for modern data science applied to this topic in the context of the MoEDAL experiment at the large Hadron collider at the European Centre for Nuclear Research, CERN, is discussed. This article is part of a discussion meeting issue 'Topological avatars of new physics'. |
---|---|
Language | English |
Publishing date | 2019-11-11 |
Publishing country | England |
Document type | Journal Article |
ZDB-ID | 208381-4 |
ISSN | 1471-2962 ; 0080-4614 ; 0264-3820 ; 0264-3952 ; 1364-503X |
ISSN (online) | 1471-2962 |
ISSN | 0080-4614 ; 0264-3820 ; 0264-3952 ; 1364-503X |
DOI | 10.1098/rsta.2019.0392 |
Database | MEDical Literature Analysis and Retrieval System OnLINE |
More links
Kategorien
In stock of ZB MED Bonn / Germany
Z 4' 46/25: Show issues | ||||
Z PHI 2: Show issues |
Order via subito
This service is chargeable due to the Delivery terms set by subito. Orders including an article and supplementary material will be classified as separate orders. In these cases, fees will be demanded for each order.
Inter-library loan at ZB MED
Your chosen title can be delivered directly to ZB MED Cologne location if you are registered as a user at ZB MED Cologne.