works on
condition monitoring 1federated learning 1prognostics 1survival analysis 1time-to-event modeling 1

From the 1 of 1 linked paper with an AI index.

collaborators

1 paper

cs.LG2026

Collaborative System Failure Prognostics via Federated Longitudinal-Survival Modeling

Fan Yang, Madelyn Weller, Dimuthu Fernando +2

The paper proposes a federated learning framework that combines longitudinal sensor representation with a client‑separable discrete‑time hazard model to predict system failures and…