Mini ReviewPublished 30 September 2026Toward data-driven reliability in hydrogel semiconductor devices: forecasting approaches for degradation and signal stabilityAnbazhagan Geetha · S. Preethi · J. SanthakumarFrontiers in Materialsdoi 10.3389/fmats.2026.1945407