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Update docs/src/catalyst_applications/jump_simulation_performance.md
Co-authored-by: Sam Isaacson <[email protected]>
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docs/src/catalyst_applications/jump_simulation_performance.md

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@@ -111,7 +111,7 @@ dprob = DiscreteProblem(rn, u0, tspan, ps)
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jprob = JumpProblem(rn, dprob, Direct())
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```
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Here (as throughout most of Catalyst's documentation) we have used the `Direct()` solver (which corresponds to Gillespie's original direct method [^2][^3], also called the *stochastic simulation algorithm*). This method was originally published in 1976, and since then, many additional methods for performing jump simulations of CRN models have been developed.
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Here (as throughout most of Catalyst's documentation) we have used the `Direct()` SSA solver (which corresponds to Gillespie's original direct method [^2][^3]). This method was originally published in 1976, and since then, many additional methods for simulating stochastic chemical kinetics models have been developed.
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Gillespie's direct method will, after a jump has been performed, recompute the rates of *all* possible jumps in the system. This is typically not required. E.g. consider the following system:
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```@example jump_simulation_performance_2

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