Merge pull request #751 from SciML/ode_performance_tutorial

[v14 ready] Tutorial for ensuring performance for ODE simulations

Author: TorkelE

docs/Project.toml

@@ -1,4 +1,5 @@
 [deps]
+BenchmarkTools = "6e4b80f9-dd63-53aa-95a3-0cdb28fa8baf"
 BifurcationKit = "0f109fa4-8a5d-4b75-95aa-f515264e7665"
 Catalyst = "479239e8-5488-4da2-87a7-35f2df7eef83"
 DataFrames = "a93c6f00-e57d-5684-b7b6-d8193f3e46c0"
@@ -8,8 +9,10 @@ Distributions = "31c24e10-a181-5473-b8eb-7969acd0382f"
 Documenter = "e30172f5-a6a5-5a46-863b-614d45cd2de4"
 GlobalSensitivity = "af5da776-676b-467e-8baf-acd8249e4f0f"
 HomotopyContinuation = "f213a82b-91d6-5c5d-acf7-10f1c761b327"
+IncompleteLU = "40713840-3770-5561-ab4c-a76e7d0d7895"
 JumpProcesses = "ccbc3e58-028d-4f4c-8cd5-9ae44345cda5"
 Latexify = "23fbe1c1-3f47-55db-b15f-69d7ec21a316"
+LinearSolve = "7ed4a6bd-45f5-4d41-b270-4a48e9bafcae"
 Logging = "56ddb016-857b-54e1-b83d-db4d58db5568"
 ModelingToolkit = "961ee093-0014-501f-94e3-6117800e7a78"
 NonlinearSolve = "8913a72c-1f9b-4ce2-8d82-65094dcecaec"

docs/pages.jl

@@ -31,6 +31,7 @@ pages = Any[
         "model_simulation/simulation_structure_interfacing.md",
         "model_simulation/ensemble_simulations.md",
         # Stochastic simulation statistical analysis.
+        "model_simulation/ode_simulation_performance.md",
         # ODE Performance considerations/advice.
         # SDE Performance considerations/advice.
         # Jump Performance considerations/advice.