Challenges of learning multi-scale dynamics with AI weather models: Implications for stability and one solution

Ashesh Chattopadhyay, Y. Qiang Sun, Pedram Hassanzadeh

Long-term stability and physical consistency are critical properties for AI-based weather models if they are going to be used for subseasonal-to-seasonal forecasts or beyond, e.g.,…