Machine learning in the search for new fundamental physics

G Karagiorgi, G Kasieczka, S Kravitz… - Nature Reviews …, 2022 - nature.com
Compelling experimental evidence suggests the existence of new physics beyond the well-
established and tested standard model of particle physics. Various current and upcoming …

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 …

Improved measurement of neutrino oscillation parameters by the NOvA experiment

MA Acero, P Adamson, L Aliaga, N Anfimov… - Physical Review D, 2022 - APS
We present new ν μ→ ν e, ν μ→ ν μ, ν¯ μ→ ν¯ e, and ν¯ μ→ ν¯ μ oscillation measurements
by the NOvA experiment, with a 50% increase in neutrino-mode beam exposure over the …

Long-baseline neutrino oscillation physics potential of the DUNE experiment

B Abi, R Acciarri, MA Acero, G Adamov… - The European Physical …, 2020 - Springer
The sensitivity of the Deep Underground Neutrino Experiment (DUNE) to neutrino oscillation
is determined, based on a full simulation, reconstruction, and event selection of the far …

First measurement of neutrino oscillation parameters using neutrinos and antineutrinos by NOvA

MA Acero, P Adamson, L Aliaga, T Alion… - Physical review …, 2019 - APS
The NOvA experiment has seen a 4.4 σ signal of ν¯ e appearance in a 2 GeV ν¯ μ beam at a
distance of 810 km. Using 12.33× 10 20 protons on target delivered to the Fermilab NuMI …

New constraints on oscillation parameters from appearance and disappearance in the NOvA experiment

MA Acero, P Adamson, L Aliaga, T Alion… - Physical Review D, 2018 - APS
We present updated results from the NOvA experiment for ν μ→ ν μ and ν μ→ ν e oscillations
from an exposure of 8.85× 10 20 protons on target, which represents an increase of 46 …

A convolutional neural network neutrino event classifier

A Aurisano, A Radovic, D Rocco… - Journal of …, 2016 - iopscience.iop.org
Convolutional neural networks (CNNs) have been widely applied in the computer vision
community to solve complex problems in image recognition and analysis. We describe an …

Expression of interest for the CODEX-b detector

G Aielli, E Ben-Haim, R Cardarelli, MJ Charles… - The European Physical …, 2020 - Springer
This document presents the physics case and ancillary studies for the proposed CODEX-b
long-lived particle (LLP) detector, as well as for a smaller proof-of-concept demonstrator …

Improved measurement of electron antineutrino disappearance at Daya Bay

FP An, Q An, JZ Bai, AB Balantekin, HR Band… - Chinese …, 2013 - iopscience.iop.org
We report an improved measurement of the neutrino mixing angle θ 13 from the Daya Bay
Reactor Neutrino Experiment. We exclude a zero value for sin 2 2θ 13 with a significance of …

Measurement of the Neutrino Mixing Angle in NOvA

P Adamson, L Aliaga, D Ambrose, N Anfimov… - Physical review …, 2017 - APS
This Letter reports new results on muon neutrino disappearance from NOvA, using a 14 kton
detector equivalent exposure of 6.05× 1 0 20 protons on target from the NuMI beam at the …