CVAE anomaly detection on sapphire detector pulses reveals rise-time deviations in LEE events, enabling 53% rejection and ~10% sensitivity improvement for MINER.
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Bilayer graphene enables sub-MeV dark matter detection via electronic excitations with small exposure and sidereal modulation signatures.
Steep matter-density gradients in neutron stars can produce neutrino-antineutrino pairs analogous to the Schwinger effect.
citing papers explorer
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Exploring Low Energy Excess in MINER with sapphire detectors using Convolutional Variational Autoencoder (CVAE)
CVAE anomaly detection on sapphire detector pulses reveals rise-time deviations in LEE events, enabling 53% rejection and ~10% sensitivity improvement for MINER.
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Dive deeper with SUBMARINE: SUB-Mev dArk matter diRect detectIon using bilayer grapheNE
Bilayer graphene enables sub-MeV dark matter detection via electronic excitations with small exposure and sidereal modulation signatures.
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Gradient-Produced Neutrinos
Steep matter-density gradients in neutron stars can produce neutrino-antineutrino pairs analogous to the Schwinger effect.