Metric-Aware Hybrid Forecasting for the CTF4Science Lorenz Challenge

Arxiv CS.LG (machine learning)

The paper describes a hybrid forecasting approach that combines short-horizon prediction, long-time distribution matching, and trajectory reconstruction for the CTF4Science Lorenz challenge. The key discovery is that no single model family excels at all task pairs, necessitating a hybrid solution.

lorenz

Arxiv CS.LG (machine learning)·Cen Lu

7 days ago