Min Xie

Inferring network-level alarm influence pathways for cellular infrastructure reliability

Large-scale telecommunication infrastructure, such as Radio Access Networks (RANs), is a critical component of the modern digital industry. To ensure infrastructure intelligence and operational reliability, it is essential to understand how alarms influence one another across bas...

Universal Battery Capacity Degradation Forecasting Driven by Foundation Models Across Diverse Chemistries and Conditions

ABSTRACT Accurate forecasting of battery capacity fade is essential for the safety, reliability, and long‐term efficiency of energy storage systems. However, the heterogeneity across cell chemistries, form factors, and operating conditions makes it difficult to build a single mod...