2 papers
cs.AI2026
Physically-Constrained Mamba-SDE for Remaining Useful Life Prediction under Irregular Observations
Deyu Zhuang, Peiliang Gong, Yang Shao +4
Accurate Remaining Useful Life prediction is critical for industrial predictive maintenance. However, real-world deployment is challenging due to the irregular nature of sensor obs…
cs.AI2026
DARE-EEG: A Foundation Model for Mining Dual-Aligned Representation of EEG
Yang Shao, Peiliang Gong, Qun Dai +1
Foundation models pre-trained through masked reconstruction on large-scale EEG data have emerged as a promising paradigm for learning generalizable neural representations across di…