works on
FPGA implementation 1LGAD 1machine learning 1silicon detectors 1transformer models 1waveform reconstruction 1

From the 1 of 1 linked paper with an AI index.

collaborators

1 paper

hep-ex2026

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…