IRIS-HEP Fellow: Kateryna Skurativska



Fellowship dates: Jul – Sep, 2022

Home Institution: Kyiv Academic University


Project: Towards a deep learning framework for efficient jet tagging

In this project, we investigate the performance of the taggers on the theoretical characteristics of the training samples for different deep learning models(Convolutional Neural Network(CNN), transfer learning inside CNN, graph neural network LundNet, quantum machine learning models).

More information: My project proposal

Mentors:

  • Dr. Emanuele Angelo Bagnaschi (CERN)

  • Prof. Stefano Carrazza (University of Milano)

Presentations and Publications
Current Status


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