Wyman LaboratoryWYMANLABORATORY
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Peer-reviewed / WCS-274 / 2026

Bayesian Recovery of Missing Sensor States in Distributed Networks

Hannah Kline · Jun Sato · Nolan Pierce

ABSTRACT

A Bayesian state-recovery framework uses temporal and cross-station structure to estimate missing observations while preserving uncertainty and source provenance.