103 research outputs found
A thermal bonding method for manufacturing Micromegas detectors
For manufacturing Micromegas detectors, the "bulk" method based on
photoetching, was successfully developed and widely used in nuclear and
particle physics experiments. However, the complexity of the method requires a
considerable number of advanced instruments and processing, limiting the
accessibility of this method for production of Micromegas detectors. In view of
these limitations with the bulk method, a new method based on thermal bonding
technique (TBM) has been developed to manufacture Micromegas detectors in a
much simplified and efficient way without etching. This paper describes the TBM
in detail and presents performance of the Micromegas detectors built with the
TBM. The effectiveness of this method was investigated by testing Micromegas
detector prototypes built with the method. Both X-rays and electron beams were
used to characterize the prototypes in a gas mixture of argon and CO2 (7%). A
typical energy resolution of ~16% (full width at half maximum, FWHM) and an
absolute gain greater than 10^4 were obtained with 5.9 keV X-rays. Detection
efficiency greater than 98% and a spatial resolution of ~65 {\mu}m were
achieved using a 5 GeV electron beam at the DESY test-beam facility. The gas
gain of a Micromegas detector could reach up to 10^5 with a uniformity of
better than 10% when the size of the avalanche gap was optimized thanks to the
flexibility of the TBM in defining the gap. Additionally, the TBM facilitates
the exploration of new detector structures based on Micromegas owing to the
much-simplified operation with the method.Comment: 15 pages, 17 figure
Study of residual artificial neural network for particle identification in the CEPC high-granularity calorimeter prototype
Particle Identification (PID) plays a central role in associating the energy
depositions in calorimeter cells with the type of primary particle in a
particle flow oriented detector system. In this paper, we propose novel PID
methods based on the Residual Network (ResNet) architecture which enable the
training of very deep networks, bypass the need to reconstruct feature
variables, and ensure the generalization ability among various geometries of
detectors, to classify electromagnetic showers and hadronic showers. Using
Geant4 simulation samples with energy ranging from 5 GeV to 120 GeV, the
efficacy of Residual Connections is validated and the performance of our model
is compared with Boosted Decision Trees (BDT) and other pioneering Artificial
Neural Network (ANN) approaches. In shower classification, we observe an
improvement in background rejection over a wide range of high signal efficiency
(). These findings highlight the prospects of ANN with Residual Blocks
for imaging detectors in the PID task of particle physics experiments
A large area, high counting rate micromegas-based neutron detector for BNCT
Beam monitoring and evaluation are very important to boron neutron capture
therapy (BNCT), and a variety of detectors have been developed for these
applications. However, most of the detectors used in BNCT only have a small
detection area, leading to the inconvenience of the full-scale 2-D measurement
of the beam. Based on micromegas technology, we designed a neutron detector
with large detection area and high counting rate. This detector has a detection
area of 288 mm multiples 288 mm and can measure thermal, epithermal, and fast
neutrons with different detector settings. The BNCT experiments demonstrated
that this detector has a very good 2-D imaging performance for the thermal,
epithermal, fast neutron and gamma components, a highest counting rate of 94
kHz/channel, and a good linearity response to the beam power. Additionally, the
flux fraction of each component can be calculated based on the measurement
results. The Am-Be neutron source experiment indicates that this detector has a
spatial resolution of approximately 1.4 mm, meeting the requirements of
applications in BNCT. It is evident that this micromegas-based neutron detector
with a large area and high counting rate capability has great development
prospects in BNCT beam monitoring and evaluation applications
A large area 100 channel Picosec Micromegas detector with sub 20 ps time resolution
The PICOSEC Micromegas precise timing detector is based on a Cherenkov
radiator coupled to a semi-transparent photocathode and a Micromegas
amplification structure. The first proof of concept single-channel small area
prototype was able to achieve time resolution below 25 ps. One of the crucial
aspects in the development of the precise timing gaseous detectors applicable
in high-energy physics experiments is a modular design that enables large area
coverage. The first 19-channel multi-pad prototype with an active area of
approximately 10 cm suffered from degraded timing resolution due to the
non-uniformity of the preamplification gap. A new 100 cm detector module
with 100 channels based on a rigid hybrid ceramic/FR4 Micromegas board for
improved drift gap uniformity was developed. Initial measurements with 80 GeV/c
muons showed improvements in timing response over measured pads and a time
resolution below 25 ps. More recent measurements with a new thinner drift gap
detector module and newly developed RF pulse amplifiers show that the
resolution can be enhanced to a level of 17~ps. This work will present the
development of the detector from structural simulations, design, and beam test
commissioning with a focus on the timing performance of a thinner drift gap
detector module in combination with new electronics using an automated timing
scan method
Towards robust PICOSEC Micromegas precise timing detectors
The PICOSEC Micromegas (MM) detector is a precise timing gaseous detector
consisting of a Cherenkov radiator combined with a photocathode and a MM
amplifying structure. A 100-channel non-resistive PICOSEC MM prototype with
10x10 cm^2 active area equipped with a Cesium Iodide (CsI) photocathode
demonstrated a time resolution below 18 ps. The objective of this work is to
improve the PICOSEC MM detector robustness aspects; i.e. integration of
resistive MM and carbon-based photocathodes; while maintaining good time
resolution. The PICOSEC MM prototypes have been tested in laboratory conditions
and successfully characterised with 150 GeV/c muon beams at the CERN SPS H4
beam line. The excellent timing performance below 20 ps for an individual pad
obtained with the 10x10 cm^2 area resistive PICOSEC MM of 20 MOhm/sq showed no
significant time resolution degradation as a result of adding a resistive
layer. A single-pad prototype equipped with a 12 nm thick Boron Carbide (B4C)
photocathode presented a time resolution below 35 ps; opening up new
possibilities for detectors with robust photocathodes. The results made the
concept more suitable for the experiments in need of robust detectors with good
time resolution
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