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Unlike for ODE and jump simulations, there are no good heuristics for automatically selecting suitable SDE solvers. Hence, for SDE simulations a solver must be provided. STrapezoid will work for a large number of cases. When this is not the case, however, please check the list of available SDE solvers for a suitable alternative (making sure to select one compatible with non-diagonal noise and the [Ito interpretation]https://en.wikipedia.org/wiki/It%C3%B4_calculus).
the Ito interpretation link is written in text and not embedded as a link on page https://docs.sciml.ai/Catalyst/stable/model_simulation/simulation_introduction/