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Update docs/src/tutorials/ode_modeling.md
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docs/src/tutorials/ode_modeling.md

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@@ -290,7 +290,8 @@ prob_an = ODEProblem(connected_simp, u0, (0.0,10.0), p; jac=true, sparse=true)
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# 142.899 μs (1297 allocations: 83.96 KiB)
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```
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The speedup is significant. For this small dense model (3 of 4 entries are populated), using sparse matrices is contraproductive in terms of required memory allocations. For large,
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The speedup is significant. For this small dense model (3 of 4 entries are populated), using sparse matrices is counterproductive in terms of required memory allocations. For large,
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hierarchically built models, which tend to be sparse, speedup and the reduction of
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memory allocation can be expected to be substantial.
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