AINeutralarXiv – CS AI · 10h ago6/10
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PnP-Corrector: A Universal Correction Framework for Coupled Spatiotemporal Forecasting
Researchers introduce PnP-Corrector, a framework that improves long-term forecasting for coupled dynamical systems by separating error correction from physics simulation. The method achieves 29% error reduction in 300-day ocean-atmosphere forecasts by training a correction agent to counteract systematic biases that accumulate when multiple interacting systems compound prediction errors.