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· 2025 · arXiv 2512.14598

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physics.ins-det 1

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2026 1

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Readout and PID using AIML for SoLID High Background Cherenkov Detectors

physics.ins-det · 2026-04-25 · accept · novelty 6.0

MAROC sum readout electronics combined with multilayer perceptron models on quadrant and pixel data achieve over 90% pion and kaon efficiencies for π/K separation in Geant4 simulations of the SoLID heavy-gas Cherenkov detector with beam background, outperforming simple photoelectron counting.

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  • Readout and PID using AIML for SoLID High Background Cherenkov Detectors physics.ins-det · 2026-04-25 · accept · none · ref 10

    MAROC sum readout electronics combined with multilayer perceptron models on quadrant and pixel data achieve over 90% pion and kaon efficiencies for π/K separation in Geant4 simulations of the SoLID heavy-gas Cherenkov detector with beam background, outperforming simple photoelectron counting.