FARSim reconstructs radio emission footprints from a reduced ZHAireS library using decomposition, scaling, and projection, then synthesizes time-domain signals for RF-chain trigger screening, validated at median vector-waveform R^2 of 0.986 on held-out traces.
Data acquisition, triggering, and filtering at the Auger Engineering Radio Array,
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FARSim: a fast RF-chain-aware trigger-screening surrogate for radio detection of ultra-high-energy cosmic rays
FARSim reconstructs radio emission footprints from a reduced ZHAireS library using decomposition, scaling, and projection, then synthesizes time-domain signals for RF-chain trigger screening, validated at median vector-waveform R^2 of 0.986 on held-out traces.