From c303806618d8aa8132bb715bb841c431e07a1727 Mon Sep 17 00:00:00 2001
From: thompsonmj <31709066+thompsonmj@users.noreply.github.com>
Date: Sat, 23 Jul 2022 18:06:56 -0400
Subject: [PATCH] Add EnsembleProblem syntax to example

and close #104
---
 docs/src/tutorials/params.md | 17 ++++++++++++++++-
 1 file changed, 16 insertions(+), 1 deletion(-)

diff --git a/docs/src/tutorials/params.md b/docs/src/tutorials/params.md
index d5d8d32e7..73bd74d19 100644
--- a/docs/src/tutorials/params.md
+++ b/docs/src/tutorials/params.md
@@ -94,4 +94,19 @@ for (j, sol) in enumerate(sols)
     gif(anim, "plot_$j.gif",fps=10)
 end
 
-```
\ No newline at end of file
+```
+
+## Scan parameter sets in parallel
+
+This toy example solves quickly by simply looping through parameter sets, but slower problems can benefit from parallel processing using an [EnsembleProblem](https://diffeq.sciml.ai/stable/features/ensemble/s).
+
+```
+Dnval = rand(1000)
+Dpval = rand(1000)
+
+function prob_func(prob,i,repeat)
+    remake(prob, p=[Dnval[i],Dpval[i]])
+end
+ensemble_prob = EnsembleProblem(prob, prob_func=prob_func)
+sols = solve(ensemble_prob, Tsit5(), trajectories=1000)
+```