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Neutrino Physics

Detection and measurement of neutrinos and antineutrinos, including oscillation parameters such as theta-13.

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scienceOne report1 publisher

Pretrained transformer tags simulated FASER neutrino flavours with a tenth of the labels

Self-supervised pretraining let a sparse transformer match scratch-trained neutrino-flavour tagging with about 1,000 labelled events against roughly 10,000. All of it ran on simulated events for FASERCAL, a proposed FASER upgrade at CERN, so it is a design result until the detector records real neutrinos.

Publishers:nature.com

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