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Application of a Convolutional Neural Network for image classification to the analysis of collisions in High Energy Physics

23 Aug 2017 • Celia Fernández Madrazo • Ignacio Heredia Cacha • Lara Lloret Iglesias • Jesús Marco de Lucas

The application of deep learning techniques using convolutional neural networks to the classification of particle collisions in High Energy Physics is explored. An intuitive approach to transform physical variables, like momenta of particles and jets, into a single image that captures the relevant information, is proposed... (read more)

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