Picid: A Modular Evaluation Infrastructure for Reproducible PHM Across Tasks and Domains

ArXi:2605.28345v1 Announce Type: new Progress in Prognostics and Health Management (PHM) is hindered by the lack of standardized and reusable evaluation practices across tasks, datasets, and application domains. Reported results are often difficult to reproduce and compare, as key protocol choices, such as data splits, preprocessing, label alignment, temporal windowing, and metrics, are often implicit or implemented ad hoc. We