Search for Exotic Higgs Boson Decays to Merged Diphotons [E-Book] : A Novel CMS Analysis Using End-to-End Deep Learning / by Michael Andrews.
This book describes the first application at CMS of deep learning algorithms trained directly on low-level, "raw" detector data, or so-called end-to-end physics reconstruction. Growing interest in searches for exotic new physics in the CMS collaboration at the Large Hadron Collider at CERN...
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Full text |
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Personal Name(s): | Andrews, Michael, author |
Edition: |
1st edition 2023. |
Imprint: |
Cham :
Springer,
2023
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Physical Description: |
XIII, 188 pages 87 illustrations, 77 illustrations in color (online resource) |
Note: |
englisch |
ISBN: |
9783031250910 |
DOI: |
10.1007/978-3-031-25091-0 |
Series Title: |
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Springer Theses, Recognizing Outstanding Ph.D. Research
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Subject (LOC): |
- Introduction
- The LHC and the CMS detector
- Theory & phenomenology
- Analysis strategy
- Data sets
- Signal selection
- a mass regression
- Analysis
- Results
- Conclusions
- Supplementary studies.