EnSF with score-based diffusion models improves energy consumption state estimation over open-loop propagation and EnKF under nonlinear observations.
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Diffusion Model-Based Data Assimilation for Real-World Energy Consumption Forecasting
EnSF with score-based diffusion models improves energy consumption state estimation over open-loop propagation and EnKF under nonlinear observations.