244 citations · 1k across the 14 of their papers we have counts for
14 papers
Relativistic Hydrodynamics a brief review of classical and quantum fluids in relativistic astrophysics
R. F. Santos, A. C. Amaro Faria, L. G. Almeida
The objective of this work is to revisit fundamental aspects of relativistic hydrodynamics, aiming at the construction of a first course in relativistic hydrodynamics and its appli…
Regression Constraint for an Explainable Cervical Cancer Classifier
Antoine Pirovano, Leandro G. Almeida, Said Ladjal
This article adresses the problem of automatic squamous cells classification for cervical cancer screening using Deep Learning methods. We study different architectures on a public…
Playing Tag with ANN: Boosted Top Identification with Pattern Recognition
Leandro G. Almeida, Mihailo Backovic, Mathieu Cliche +2
Many searches for physics beyond the Standard Model at the Large Hadron Collider (LHC) rely on top tagging algorithms, which discriminate between boosted hadronic top quarks and th…
Comparing and Counting Logs in Direct and Effective Methods of Resummation
Leandro G. Almeida, Stephen D. Ellis, Christopher Lee +3
We compare methods to resum logarithms in event shape distributions as they have been used in perturbative QCD directly and in effective field theory. We demonstrate that they are…
Study of the 125 GeV Standard Model Higgs Boson Partial Widths and Branching Fractions
Leandro G. Almeida, Seung J. Lee, Stefan Pokorski +1
The discovery of the Higgs boson, with mass known to better than the percent level, enables for the first time precision Higgs boson analyses. Toward this goal, we define an expans…
Does Taste like vanilla New Physics?
Leandro G. Almeida, Enrico Bertuzzo, Pedro A. N. Machado +1
We analyse the interplay between the Higgs to diphoton rate and electroweak precision measurements contraints in extensions of the Standard Model with new uncolored charged fermion…