SEP 9, 2026 · PREPRINT
Structure-Aware Unsupervised Anomaly Detection for Spacecraft Telemetry with Adaptive EVT Thresholding
arXiv
This is an early-stage methodological study on an unsupervised machine learning framework for spacecraft anomaly detection, evaluated on a single dataset with no comparison to established baselines or clinical/operational gold standards.
Reported
F₀.₅ score, Mission 10.700
F₀.₅ score, Mission 20.698