3 papers
eess.SY2026
Regime-Adaptive Weighted Ensemble Learning for Computing-Driven Dynamic Load Forecasting in AI Data Centers
Ziying Wang, Ying Zhang, Lei Wang +1
Short-term load forecasting for AI data centers presents new challenges because it is computing-driven, with heterogeneous job arrivals, sizes, and durations exhibiting bursty, non…
eess.SY2026
Physics-Aware LLM-Based Probabilistic Wind Power Scenario Generation under Extreme Icing Conditions
Lei Wang, Ying Zhang, Di Shi +1
Accurately characterizing wind power uncertainty under icing and post-disaster conditions remains a critical challenge for resilient power system operation. To address this issue,…
cs.LG2025
KOSS: Kalman-Optimal Selective State Spaces for Long-Term Sequence Modeling
Lei Wang, Xin Tan, Mingwei Wang +1
Recent selective state space models (SSMs), such as Mamba and Mamba-2, have demonstrated strong performance in sequence modeling owing to input-dependent selection mechanisms. Howe…