2 papers
cs.NI2026
Towards Intelligent Systems for Battery Management: A Five-Tier Digital Twin Architecture
Tianwen Zhu, Hao Wang, Zhiwei Cao +2
As digital twin technologies are increasingly incorporated into battery management systems to meet the growing need for transparent and lifecycle-aware operation, existing battery…
math.OC2025
Stochastic Weakly Convex Optimization Under Heavy-Tailed Noises
Tianxi Zhu, Yi Xu, Xiangyang Ji
An increasing number of studies have focused on stochastic first-order methods (SFOMs) under heavy-tailed gradient noises, which have been observed in the training of practical dee…