Neutrino Telescope Event Classification on Quantum Computers

arXiv:2506.16530 · hep-ex, astro-ph.IM, quant-ph · Submitted 2025-06-19 · Read on arXiv

hep-ex, astro-ph.IM, quant-ph

Submitted: 2025-06-19

Updated: 2026-03-18

Terminology

Accuracy — 21× in this paper · explained in 1 episode
Quantum Convolutional Neural Network — 12× in this paper
Fidelity — 7× in this paper · explained in 2 episodes
Random Forest — 6× in this paper
Optical Module — 5× in this paper
Adam — 4× in this paper · explained in 2 episodes
Calibration — 4× in this paper · explained in 7 episodes
F1 Score — 3× in this paper · explained in 3 episodes
GNNs — 2× in this paper · explained in 2 episodes
Robustness — 2× in this paper · explained in 5 episodes
Basque Center for Applied Mathematics — 1× in this paper
Benchmark — 1× in this paper · explained in 2 episodes
Feature Engineering — 1× in this paper · explained in 3 episodes
Feature Selection — 1× in this paper · explained in 4 episodes
Graph Construction — 1× in this paper · explained in 3 episodes
Graph Neural Networks (GNNs) — 1× in this paper · explained in 7 episodes
Hilbert Space — 1× in this paper · explained in 2 episodes
Latent Space — 1× in this paper · explained in 7 episodes
Loss Function — 1× in this paper · explained in 2 episodes
National Science Foundation — 1× in this paper
Principal Component Analysis (PCA) — 1× in this paper · explained in 4 episodes
Quantum Circuits — 1× in this paper · explained in 2 episodes
Regularization — 1× in this paper · explained in 3 episodes
Trace — 1× in this paper · explained in 2 episodes
Unified Framework — 1× in this paper · explained in 5 episodes

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