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Automatizing the search for mass resonances using BumpNet

physics.data-an · 2025-01-09 · conditional · novelty 6.0

One trained convolutional network predicts bump significance across mass histograms of different sizes and backgrounds, approaching the accuracy of the ideal likelihood-ratio test.

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  • Automatizing the search for mass resonances using BumpNet physics.data-an · 2025-01-09 · conditional · none · ref 1

    One trained convolutional network predicts bump significance across mass histograms of different sizes and backgrounds, approaching the accuracy of the ideal likelihood-ratio test.