11 citations · 39 across the 7 of their papers we have counts for
7 papers
Physics at the Edge: Benchmarking Quantisation Techniques and the Edge TPU for Neutrino Interaction Recognition
Stefano Vergani, Hilary Utaegbulam, Michael Wang +4
This work presents a benchmark of quantisation techniques for convolutional neural networks applied to neutrino interaction recognition, motivated by the need for low-power inferen…
Entangled-photon time- and frequency-resolved optical spectroscopy
Raul Alvarez-Mendoza, Lorenzo Uboldi, Ashley Lyons +3
Classical time-resolved optical spectroscopy experiments are performed using sequences of ultrashort light pulses, with photon fluxes incident on the sample which are many orders o…
Optical microcavities as platforms for entangled photon spectroscopy
Ravyn Malatesta, Lorenzo Uboldi, Evan J. Kumar +6
Optical microcavities are often proposed as platforms for spectroscopy in the single- and few-photon regime due to strong light-matter coupling. For classical-light spectroscopies,…
Measurement principles for quantum spectroscopy of molecular materials with entangled photons
Luca Moretti, Esteban Rojas-Gatjens, Lorenzo Uboldi +8
Nonlinear spectroscopy with quantum entangled photons is an emerging field of research that holds the promise to achieve a superior signal-to-noise ratio and effectively isolate ma…
Extracting low energy signals from raw LArTPC waveforms using deep learning techniques -- A proof of concept
Lorenzo Uboldi, David Ruth, Michael Andrews +4
We investigate the feasibility of using deep learning techniques, in the form of a one-dimensional convolutional neural network (1D-CNN), for the extraction of signals from the raw…
Coded masks for imaging of neutrino events
M. Andreotti, P. Bernardini, A. Bersani +76
The capture of scintillation light emitted by liquid Argon and Xenon under molecular excitations by charged particles is still a challenging task. Here we present a first attempt t…
A deep-learning based raw waveform region-of-interest finder for the liquid argon time projection chamber
ArgoNeuT Collaboration, R. Acciarri, B. Baller +19
The liquid argon time projection chamber (LArTPC) detector technology has an excellent capability to measure properties of low-energy neutrinos produced by the sun and supernovae a…