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08/31/2023
Autoencoder-based Online Data Quality Monitoring for the CMS Electromagnetic Calorimeter
The online Data Quality Monitoring system (DQM) of the CMS electromagnet...
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07/11/2022
DeepSNR: A deep learning foundation for offline gravitational wave detection
All scientific claims of gravitational wave discovery to date rely on th...
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02/21/2019
End-to-End Jet Classification of Quarks and Gluons with the CMS Open Data
We describe the construction of end-to-end jet image classifiers based o...
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07/31/2018
End-to-End Physics Event Classification with the CMS Open Data: Applying Image-based Deep Learning on Detector Data to Directly Classify Collision Events at the LHC
We describe the construction of a class of general, end-to-end, image-ba...
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07/08/2018