2 papers
physics.ins-det2026
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…
physics.ins-det2026
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…