
Keywords: Numerical errors; Learning algorithm; Stochastic methods; Ensemble methods; Geophysical fluid dynamics; Mixed finite volume/finite difference scheme; Icosahedral grid; Shallow water equations; Automatic differentiation; Algorithmic differentiation