Explicit 3D vertical coupling emerges as a key inductive bias for ML emulation of SSW dynamics in idealised Isca runs, though prediction skill does not guarantee physical fidelity in wave driving.
Journal of Advances in Modeling Earth Systems , volume =
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Investigating Inductive Biases for Machine Learning Emulation of Sudden Stratospheric Warmings in Idealised Isca Simulations
Explicit 3D vertical coupling emerges as a key inductive bias for ML emulation of SSW dynamics in idealised Isca runs, though prediction skill does not guarantee physical fidelity in wave driving.