489 citations · 1.7k across the 19 of their papers we have counts for
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hep-ph2020★ 45 cited
Use of a Generalized Energy Mover's Distance in the Search for Rare Phenomena at Colliders
M. Crispim Romao, N. F. Castro, J. G. Milhano +2
In this paper, we expand on the previously proposed concept of Energy Mover's Distance. The resulting observables are shown to provide a way of identifying rare processes in proton…
hep-ph2019★ 45 cited
Transferability of Deep Learning Models in Searches for New Physics at Colliders
M. Crispim Romao, N. F. Castro, R. Pedro +1
In this work we assess the transferability of deep learning models to detect beyond the standard model signals. For this we trained Deep Neural Networks on three different signal m…