24 research outputs found
Leveraging Staggered Tessellation for Enhanced Spatial Resolution in High-Granularity Calorimeters
We advance the concept of high-granularity calorimeters with staggered
tessellations, underscoring the effectiveness of a design incorporating
multifold staggering cycles based on hexagonal cells to enhance position
resolution. Moreover, we introduce HEXPLIT, a sub-cell re-weighting algorithm
tailored to harness staggered designs, resulting in additional performance
improvements. By combining our proposed staggered design with HEXPLIT, we
achieve an approximately twofold enhancement in position resolution for
neutrons across a wide energy range, as compared to unstaggered designs. These
findings hold the potential to elevate particle-flow performance across various
forthcoming facilities
A Few-Degree Calorimeter for the future Electron-Ion Collider
Measuring the region GeV is essential to support
searches for gluon saturation at the future Electron-Ion Collider. Recent
studies have revealed that covering this region at the highest beam energies is
not feasible with current detector designs, resulting in the so-called
gap. In this work, we present a design for the Few-Degree Calorimeter (FDC),
which addresses this issue. The FDC uses SiPM-on-tile technology with tungsten
absorber and covers the range of . It offers fine
transverse and longitudinal granularity, along with excellent time resolution,
enabling standalone electron tagging. Our design represents the first concrete
solution to bridge the gap at the EIC
Letter of Intent: Open Charm at JLab with the sPHENIX MAPS tracker
We propose a physics program at JLab with CLAS12 focusing on open-charm
measurements, aiming to complement and expand current studies of at
(sub) threshold. This program will aid us in elucidating the
production mechanisms, which is crucial for interpreting data in terms of gluon
form factors and offer potential insights into the intrinsic charm hypothesis
and cold-nuclear matter effects. We discuss the technical feasibility of
integrating the sPHENIX monolithic-active-pixel sensor (MAPS) tracker, known as
MVTX, with the CLAS12 detector. The sPHENIX MTVX would support an open-charm
program by providing excellent secondary-vertex performance for tagging
mesons. We study the kinematics of
through phase-space simulations and estimate rates for the tagged
quasi-photoproduction regime available with the CLAS12 forward tagger. While
open-charm cross-sections at threshold remain uncertain, various predictions
suggest that these measurements could be feasible when combined with
conservative estimates of detector acceptance and luminosity. These preliminary
estimates motivate detailed Geant detector simulations of signals and
backgrounds, along with thorough technical assessments of operating conditions,
to further explore the feasibility of these measurements in future dedicated
CLAS12 experiments at JLab.Comment: LOI submitted to JLab PAC 5
Neutrino-Tagged Jets at the Electron Ion Collider
We explore the potential of jet observables in charged-current deep inelastic scattering events at the future Electron-Ion Collider. Tagging jets with a recoiling neutrino, which can be identified by the event’s missing transverse momentum, will allow for flavor-sensitive measurements of transverse momentum dependent parton distribution functions. We present the first predictions for transverse-spin asymmetries in azimuthal neutrino-jet correlations and hadron-in-jet measurements. We study the kinematic reach and the precision of these measurements and explore their feasibility using parametrized detector simulations. We conclude that jet production in charged-current deep inelastic scattering, while challenging in terms of luminosity requirements, will complement the Electron-Ion Collider experimental program to study the three-dimensional structure of the nucleon encoded in transverse momentum dependent parton distribution functions
Quasi-elastic polarization-transfer measurements on the deuteron in anti-parallel kinematics
We present measurements of the polarization-transfer components in the
H reaction, covering a previously unexplored kinematic
region with large positive (anti-parallel) missing momentum, , up
to 220 MeV, and . These measurements, performed
at the Mainz Microtron (MAMI), were motivated by theoretical calculations which
predict small final-state interaction (FSI) effects in these kinematics, making
them favorable for searching for medium modifications of bound nucleons in
nuclei. We find in this kinematic region that the measured
polarization-transfer components and and their ratio agree with the
theoretical calculations, which use free-proton form factors. Using this, we
establish upper limits on possible medium effects that modify the bound
proton's form factor ratio at the level of a few percent. We also
compare the measured polarization-transfer components and their ratio for H
to those of a free (moving) proton. We find that the universal behavior of
H, He and C in the double ratio
is maintained in the positive
missing-momentum region
Studies of time resolution, light yield, and crosstalk using SiPM-on-tile calorimetry for the future Electron-Ion Collider
We recently proposed a high-granularity calorimeter insert for the
Electron-Ion Collider (EIC) that is based on plastic scintillator tiles readout
with silicon photomultipliers. In this work, we concretize its design by
characterizing its building blocks with measurements of light yield, optical
crosstalk, and timing resolutions using cosmic-rays, an LED, and a beta source.
We also compared two approaches for the optical isolation of cells:
``megatiles'' with grooved boundaries between cells, and a 3D-printed plastic
frame hosting individual cells. We found that the latter suppresses optical
crosstalk to negligible levels while providing an easier assembly method.
Overall, these performance studies can help inform calorimeter design and
realistic simulations of 5D showers (time, energy, position) for the EIC and
other experiments.Comment: added journal reference, and updated tex
Design of a SiPM-on-Tile ZDC for the future EIC and its Performance with Graph Neural Networks
We present a design for a high-granularity zero-degree calorimeter (ZDC) for
the upcoming Electron-Ion Collider (EIC). The design uses SiPM-on-tile
technology and features a novel staggered-layer arrangement that improves
spatial resolution. To fully leverage the design's high granularity and
non-trivial geometry, we employ graph neural networks (GNNs) for energy and
angle regression as well as signal classification. The GNN-boosted performance
metrics meet, and in some cases, significantly surpass the requirements set in
the EIC Yellow Report, laying the groundwork for enhanced measurements that
will facilitate a wide physics program. Our studies show that GNNs can
significantly enhance the performance of high-granularity CALICE-style
calorimeters by automating and optimizing the software compensation algorithms
required for these systems. This improvement holds true even in the case of
complicated geometries that pose challenges for image-based AI/ML methods.Comment: 9 pages, 9 figures. Code and datasets include
US Cosmic Visions: New Ideas in Dark Matter 2017: Community Report
This white paper summarizes the workshop "U.S. Cosmic Visions: New Ideas in
Dark Matter" held at University of Maryland on March 23-25, 2017.Comment: 102 pages + reference
