Papers
1–2 of 2Research Paper·Jan 8, 2026
Fast Mining and Dynamic Time-to-Event Prediction over Multi-sensor Data Streams
Given real-time sensor data streams obtained from machines, how can we continuously predict when a machine failure will occur? This work aims to continuously forecast the timing of future events by an...
7.0 viability
Research Paper·Jan 29, 2026
Physics-Guided Tiny-Mamba Transformer for Reliability-Aware Early Fault Warning
Reliability-centered prognostics for rotating machinery requires early warning signals that remain accurate under nonstationary operating conditions, domain shifts across speed/load/sensors, and sever...
3.0 viability