411 citations · 1.2k across the 21 of their papers we have counts for
22 papers
Model-independent search for the presence of new physics in events including with = 13 TeV pp data recorded by the ATLAS detector at the LHC
ATLAS Collaboration
A model-independent search for new physics leading to final states containing decays is performed with 139 fb of = 13 TeV pp collision data recor…
Fitting a Collider in a Quantum Computer: Tackling the Challenges of Quantum Machine Learning for Big Datasets
Miguel Caçador Peixoto, Nuno Filipe Castro, Miguel Crispim Romão +2
Current quantum systems have significant limitations affecting the processing of large datasets with high dimensionality, typical of high energy physics. In the present paper, feat…
Exploring Parameter Spaces with Artificial Intelligence and Machine Learning Black-Box Optimisation Algorithms
Fernando Abreu de Souza, Miguel Crispim Romão, Nuno Filipe Castro +2
Constraining Beyond the Standard Model theories usually involves scanning highly multi-dimensional parameter spaces and check observable predictions against experimental bounds and…
Deep Learning for the Classification of Quenched Jets
L. Apolinário, N. F. Castro, M. Crispim Romão +3
An important aspect of the study of Quark-Gluon Plasma (QGP) in ultra-relativistic collisions of heavy ions is the ability to identify, in experimental data, a subset of the jets t…
Berry: A code for the differentiation of Bloch wavefunctions from DFT calculations
Leander Reascos, Fábio Carneiro, André Pereira +2
Density functional calculations of electronic structures of materials is one of the most used techniques in theoretical solid state physics. These calculations retrieve single elec…
Novel flavour-changing neutral currents in the top quark sector
Nuno Castro, Mikael Chala, Ana Peixoto +1
We demonstrate that flavour-changing neutral currents in the top sector, mediated by leptophilic scalars at the electroweak scale, can easily arise in scenarios of new physics, and…