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cs.LG2026
OutageDiT: A Generative Foundation Model for Power Outage Forecasting and Scenario Simulation
Yunqin Zhu, Feng Qiu, Yao Xie
Power-outage planning requires scenarios before an event occurs. These scenarios must represent uncertainty in magnitude, timing, and duration while preserving temporal dependence.…
cs.LG2025
Global-Decision-Focused Neural ODEs for Proactive Grid Resilience Management
Shuyi Chen, Ferdinando Fioretto, Feng Qiu +1
Extreme hazard events such as wildfires and hurricanes increasingly threaten power systems, causing widespread outages and disrupting critical services. Recently, predict-then-opti…