45 citations · 52 across the 2 of their papers we have counts for
3 papers
hep-ph2020
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…
hep-ph2017★ 7 cited
Starobinsky-like inflation in no-scale supergravity Wess-Zumino model with Polonyi term
Miguel Crispim Romao, Stephen F. King
We propose a simple modification of the no-scale supergravity Wess-Zumino model of Starobinsky-like inflation to include a Polonyi term in the superpotential. The purpose of this t…