Machine learning in the search for new fundamental physics
Compelling experimental evidence suggests the existence of new physics beyond the well-
established and tested standard model of particle physics. Various current and upcoming …
established and tested standard model of particle physics. Various current and upcoming …
Machine learning and the physical sciences
Machine learning (ML) encompasses a broad range of algorithms and modeling tools used
for a vast array of data processing tasks, which has entered most scientific disciplines in …
for a vast array of data processing tasks, which has entered most scientific disciplines in …
The present and future status of heavy neutral leptons
AM Abdullahi, PB Alzás, B Batell… - Journal of Physics G …, 2023 - iopscience.iop.org
The existence of nonzero neutrino masses points to the likely existence of multiple Standard
Model neutral fermions. When such states are heavy enough that they cannot be produced …
Model neutral fermions. When such states are heavy enough that they cannot be produced …
Deep underground neutrino experiment (DUNE), far detector technical design report, volume II: DUNE physics
B Abi, R Acciarri, MA Acero, G Adamov… - arxiv preprint arxiv …, 2020 - arxiv.org
The preponderance of matter over antimatter in the early universe, the dynamics of the
supernovae that produced the heavy elements necessary for life, and whether protons …
supernovae that produced the heavy elements necessary for life, and whether protons …
Machine learning at the energy and intensity frontiers of particle physics
Our knowledge of the fundamental particles of nature and their interactions is summarized
by the standard model of particle physics. Advancing our understanding in this field has …
by the standard model of particle physics. Advancing our understanding in this field has …
Search for an excess of electron neutrino interactions in MicroBooNE using multiple final-state topologies
We present a measurement of ν e interactions from the Fermilab Booster Neutrino Beam
using the MicroBooNE liquid argon time projection chamber to address the nature of the …
using the MicroBooNE liquid argon time projection chamber to address the nature of the …
Detecting and studying high-energy collider neutrinos with FASER at the LHC: FASER Collaboration
H Abreu, C Antel, A Ariga, T Ariga, J Boyd… - The European Physical …, 2020 - Springer
Neutrinos are copiously produced at particle colliders, but no collider neutrino has ever
been detected. Colliders produce both neutrinos and anti-neutrinos of all flavors at very high …
been detected. Colliders produce both neutrinos and anti-neutrinos of all flavors at very high …
Status and perspectives of neutrino physics
This review demonstrates the unique role of the neutrino by discussing in detail the physics
of and with neutrinos. We deal with neutrino sources, neutrino oscillations, absolute masses …
of and with neutrinos. We deal with neutrino sources, neutrino oscillations, absolute masses …
The short-baseline neutrino program at Fermilab
PAN Machado, O Palamara… - Annual Review of …, 2019 - annualreviews.org
The Short-Baseline Neutrino (SBN) program consists of three liquid argon time-projection
chamber detectors located along the Booster Neutrino Beam at Fermi National Accelerator …
chamber detectors located along the Booster Neutrino Beam at Fermi National Accelerator …
Status of light sterile neutrino searches
S Böser, C Buck, C Giunti, J Lesgourgues… - Progress in particle and …, 2020 - Elsevier
A number of anomalous results in short-baseline oscillation may hint at the existence of one
or more light sterile neutrino states in the eV mass range and have triggered a wave of new …
or more light sterile neutrino states in the eV mass range and have triggered a wave of new …