4 papers
Missing Light, Misleading Confidence: Optical-Module Readout Loss and Signal Reliability in Neutrino Telescopes
Thammarat Yawisit, Pittaya Pannil
Optical neutrino telescopes reduce the photomultiplier signals of an optical module or string segment to compact multichannel summaries, and readout loss can make these summaries u…
Mitigating Deadtime in Distributed Optical Arrays Using A Liveness-Aware Trigger Approach for High-Energy Neutrino Detection
Thammarat Yawisit, Pittaya Pannil
Large-scale neutrino observatories operate under unavoidable detector deadtime arising from photomultiplier saturation, digitizer limits, and front-end readout constraints. Convent…
Recursive Manifold Coherence for Deadtime-Aware Distributed Triggering through Geometric State Estimation
Thammarat Yawisit, Pittaya Pannil
Large-scale neutrino observatories operate under unavoidable detector deadtime and signal pile-up, leading to systematic inefficiencies in conventional coincidence-based trigger sy…
Time-Aligned Multichannel Coherence Estimation under Intermittent Observations
Thammarat Yawisit, Pittaya Pannil
Time misalignment and intermittent readout can bias multichannel dependence estimates by mixing timing error with missing data. Time-Aligned Multichannel Coherence Estimation (TAMC…