For solutions with independent Brownian drivers in a common filtration, combine the drivers with weights and where the sum is positive. At zero use one original driver. The resulting continuous local martingale has bracket and is Brownian motion by the Lévy characterization of Brownian motion. Multiplying its differential by gives exactly the sum of the original stochastic differentials.
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