Learning Closed-form Equations for Subgrid-scale Closures from High-fidelity Data: Promises and Challenges

Karan Jakhar, Yifei Guan, Rambod Mojgani +2

There is growing interest in discovering interpretable, closed-form equations for subgrid-scale (SGS) closures/parameterizations of complex processes in Earth systems. Here, we app…