FPGA implementation 1LGAD 1machine learning 1silicon detectors 1transformer models 1waveform reconstruction 1
From the 1 of 2 linked papers with an AI index.
2 papers
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…
hep-ex2026
Archi: Agentic Operations at the CMS Experiment
Pietro Lugato, Luca Lavezzo, Jason Mohoney +16
We present Archi, an open-source, end-to-end framework for scientific collaborations that combines the systematic ingestion and organization of heterogeneous data sources with the…