Feng Qiu

OutageDiT: A Generative Foundation Model for Power Outage Forecasting and Scenario Simulation

OutageDiT is introduced, a foundation model for generating seven-day outage trajectories at quarter-hour resolution, trained on outage and weather records across the United States, which improves forecast accuracy and scenario quality over strong baselines and supports zero-shot transfer to held-out regions.