A general class of multirate Runge-Kutta methods for coupled atmosphere-ocean models
Tobias Bauer (Federal Agency for Cartography and Geodesy)
Coupled atmosphere-ocean models are applied for studying physical
processes at the air-sea interface. The exchange at the air-sea
interface, i.e. at the coupling interface, is conducted in each
integration step. However, to reduce computational and energy costs for
large simulations, individual time steps are used for the atmosphere and
ocean part. The exchange at the air-sea interface is then conducted
either with the large time step of the slow ocean component or with an
even larger individual time step.
Multirate Runge-Kutta methods are an approach for efficient integration
of differential equations with different time scales. The main idea of
multirate approaches is the splitting or partitioning of a problem into
several time scaled parts. The simplest splitting type is a linear
combination.
A general formulation of a class of multirate Runge-Kutta methods is
presented which can be applied to split problems with an arbitrary
number of additive parts. This class of methods also allows different
time scales for each part, with no restrictions on the choice of time
scales.
Furthermore, a method for a problem split into three parts is developed
and presented as well as illustrated with a simulation of a coupled
atmosphere-ocean model.