#Chronos

For those working on grid management or energy forecasting, this paper provides a detailed comparison of models for peak-aware short-term load forecasting, which is crucial for congestion management and asset protection.

TimesFM outperformed other models by 28% on Wikipedia data, showing that pretraining domain familiarity matters more than model architecture for time-series forecasting.