From the 1 of 7 linked papers with an AI index.
7 papers
Machine Learning-Based Reconstruction for Resistive Silicon Sensors
Alexander Aoki, Gaetano Barone, Leena Diehl +13
The paper investigates machine‑learning methods, including LSTM recurrent networks and transformer architectures, to reconstruct full waveforms from resistive silicon sensors (LGAD…
Mortality of ultra-thin LGADs and PiN diodes from high energy deposition
A. Tishelman-Charny, A. Buzzi, F. Capocasa +12
Low Gain Avalanche Diodes are prime candidates for high-resolution timing applications in High Energy Physics, Nuclear science, and several other fields. Operating these devices in…
Response of AC-coupled Low Gain Avalanche Detectors to Ionizing and Non-ionizing Radiation Damage
Jiahe Si, Gabriele D'Amen, Mohamed Hijas Mohamed Farook +4
Low gain avalanche diodes with DC- and AC-coupled readout were exposed to ionizing and non-ionizing radiation at levels relevant to future experiments in particle, nuclear, and med…
Gain characterization of LGAD sensors with beta particles and 28-MeV protons
Mohamed Hijas Mohamed Farook, Gabriele Giacomini, Gabriele DAmen +4
Low Gain Avalanche Diodes, also known as LGADs, are widely considered for fast-timing applications in high energy physics, nuclear physics, space science, medical imaging, and prec…
European Strategy for Particle Physics Update -- PIONEER: a next generation rare pion decay experiment
PIONEER Collaboration, A. Adelmann, W. Altmannshofer +76
PIONEER is a rapidly developing effort aimed to perform a pristine test of lepton flavour universality (LFU) and of the unitarity of the first row of the CKM matrix by significantl…
Results for pixel and strip centimeter-scale AC-LGAD sensors with a 120 GeV proton beam
Irene Dutta, Christopher Madrid, Ryan Heller +20
We present the results of an extensive evaluation of strip and pixel AC-LGAD sensors tested with a 120 GeV proton beam, focusing on the influence of design parameters on the sensor…