[HTML][HTML] The forward physics facility at the high-luminosity LHC
High energy collisions at the High-Luminosity Large Hadron Collider (LHC) produce a large
number of particles along the beam collision axis, outside of the acceptance of existing LHC …
number of particles along the beam collision axis, outside of the acceptance of existing LHC …
Kinematic variables and feature engineering for particle phenomenology
Kinematic variables play an important role in collider phenomenology, as they expedite
discoveries of new particles by separating signal events from unwanted background events …
discoveries of new particles by separating signal events from unwanted background events …
Higgs physics at the HL-LHC and HE-LHC
The discovery of the Higgs boson in 2012, by the ATLAS and CMS experiments, was a
success achieved with only a percent of the entire dataset foreseen for the LHC. It opened a …
success achieved with only a percent of the entire dataset foreseen for the LHC. It opened a …
Improving risk prediction in heart failure using machine learning
Background Predicting mortality is important in patients with heart failure (HF). However,
current strategies for predicting risk are only modestly successful, likely because they are …
current strategies for predicting risk are only modestly successful, likely because they are …
What the Fermilab muon experiment tells us about discovering supersymmetry at high luminosity and high energy upgrades to the LHC
Using an artificial neural network, we explore the parameter space of supergravity grand
unified models consistent with the combined Fermilab E989 and Brookhaven E821 data on …
unified models consistent with the combined Fermilab E989 and Brookhaven E821 data on …
Combined constraints on dark photons and discovery prospects at the LHC and the Forward Physics Facility
A bstract Hidden sectors are ubiquitous in supergravity theories, in strings and in branes.
Well motivated models such as the Stueckelberg hidden sector model could provide a …
Well motivated models such as the Stueckelberg hidden sector model could provide a …
Yukawa coupling unification in an SO (10) model consistent with Fermilab (g− 2) μ result
A bstract We investigate the Yukawa coupling unification for the third generation in a class of
SO (10) unified models which are consistent with the 4.2 σ deviation from the standard …
SO (10) unified models which are consistent with the 4.2 σ deviation from the standard …
[HTML][HTML] Deeply learning deep inelastic scattering kinematics
We study the use of deep learning techniques to reconstruct the kinematics of the neutral
current deep inelastic scattering (DIS) process in electron–proton collisions. In particular, we …
current deep inelastic scattering (DIS) process in electron–proton collisions. In particular, we …
Search for pseudoscalar bosons decaying into pairs in the NA64 experiment at the CERN SPS
We report the results of a search for a light pseudoscalar particle a that couples to electrons
and decays to e+ e-performed using the high-energy CERN SPS H4 electron beam. If such …
and decays to e+ e-performed using the high-energy CERN SPS H4 electron beam. If such …
Ad hoc file systems for high-performance computing
Storage backends of parallel compute clusters are still based mostly on magnetic disks,
while newer and faster storage technologies such as flash-based SSDs or non-volatile …
while newer and faster storage technologies such as flash-based SSDs or non-volatile …