From 516feeece20d2dc3e0799ac7eaef4527d70564c4 Mon Sep 17 00:00:00 2001 From: mecrouch Date: Thu, 16 Jan 2025 10:07:53 -0500 Subject: [PATCH 1/3] #38 WIP tips and troubleshooting edits --- .../validate-model-configuration.md | 43 ++++++++++++++++-- .../validate/state-variables.png | Bin 64824 -> 92778 bytes 2 files changed, 39 insertions(+), 4 deletions(-) diff --git a/docs/config-and-intervention/validate-model-configuration.md b/docs/config-and-intervention/validate-model-configuration.md index 7152832..5c5d5d0 100644 --- a/docs/config-and-intervention/validate-model-configuration.md +++ b/docs/config-and-intervention/validate-model-configuration.md @@ -18,7 +18,10 @@ The Validate configuration operator takes a model configuration and an optional ???+ tip - The input configuration should include some distribution on the parameters to allow for an exploration of the parameter space. + When [setting up the input configuration](configure-model.md#edit-or-create-a-model-configuration): + + - Include some distribution on the parameters to allow for an exploration of the parameter space. + - For better results, you can set constant parameter values as distributions rather than point values. For example, instead of setting a parameter to `0`, set it to a Uniform distribution from `0` to `0`.
![](../img/config-and-intervention/validate/validate-configuration-operator.png) @@ -77,6 +80,20 @@ Compartmental constraints provide a simple validation layer for your model confi ![](../img/config-and-intervention/validate/compartmental-constraints.png) +???+ tip + + In cases where the compartmental constraint doesn't work properly, try defining it as a custom constraint: + + 1. Prompt the [Edit model](../modeling/edit-model.md#use-the-ai-assistant-to-edit-a-model) AI assistant to: + + ```{ .text .wrap } + Create an observable that is the sum of all compartments + ``` + 2. Create a new [configuration](../configure-model.md) for the edited model. + 2. Add a custom constraint with the following values: + + - + ??? list "Turn the compartmental constraints on or off" - Turn the **Active** toggle on or off. @@ -202,7 +219,7 @@ The validated configuration is displayed as a series of plots showing the satisf - Click **Only show furthest results**. -### States time-series +### State variable time-series State variable plots provide a time-series view of how model variables evolve over time. They offer a visual representation of how well the model satisfies constraints and checks under different parameter combinations. There is one trajectory per sampled point in the parameter space: @@ -213,7 +230,6 @@ State variable plots provide a time-series view of how model variables evolve ov ![](../img/config-and-intervention/validate/state-variables.png) - ??? list "Show or hide state variable plots" 1. Click Expand :fontawesome-solid-angles-left:{ title="Expand" aria-labelledby="expand-icon-label" } to expand the Output settings. @@ -251,4 +267,23 @@ Parameter plots allow you to explore how variations in model parameters influenc When analyzing model behavior, intermediate results can sometimes make it hard to focus on the most comprehensive outcomes. You can instead display only the most extensive calculations performed for each combination of parameter values. This shows the final iteration where the model has computed the farthest timepoint necessary to ensure all checks either pass or fail. - - Click **Only show furthest results**. \ No newline at end of file + - Click **Only show furthest results**. + +## Troubleshooting + +### Long run-times + +If your validation is taking too long, try editing your constraints to run on a small number of timepoints, such as 0–5 days. This can help you find: + +- Parameter ranges to drop. For example, if you have an infection rate of 0.1–0.9, you may notice during early validation that values above 0.8 result in immediate system instability. In this case, you can narrow the parameter range to 0.1–0.8. +- More required constraints. For example, if early validation results are unexpected or inconsistent, there may be missing constraints, such as one limiting initial values or ensuring consistency between parameters. + +Resolving either of these cases can help you reduce the time required for the full validation. + +### Missing boxes + +If no boxes are returned, it often means the entire parameter range is unsatisfactory. Try running validation again with a wider parameter ranges. + +## Next steps + +You can use the new validated configuration in [simulations](../simulation/simulate-model.md) to forecast, analyze, or explore system behavior based on the validated parameters. 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Create a new [configuration](../configure-model.md) for the edited model. + 2. Create a new [configuration](configure-model.md) for the edited model. 2. Add a custom constraint with the following values: - From b5cb8005358f60d4c26fb10c6670d763891d1139 Mon Sep 17 00:00:00 2001 From: mecrouch Date: Mon, 20 Jan 2025 16:23:19 -0500 Subject: [PATCH 3/3] Troubleshooting clarifications --- .../validate-model-configuration.md | 10 +++++----- .../compartmental-constraint-custom.png | Bin 0 -> 27175 bytes 2 files changed, 5 insertions(+), 5 deletions(-) create mode 100644 docs/img/config-and-intervention/validate/compartmental-constraint-custom.png diff --git a/docs/config-and-intervention/validate-model-configuration.md b/docs/config-and-intervention/validate-model-configuration.md index 7d28921..753748f 100644 --- a/docs/config-and-intervention/validate-model-configuration.md +++ b/docs/config-and-intervention/validate-model-configuration.md @@ -80,7 +80,7 @@ Compartmental constraints provide a simple validation layer for your model confi ![](../img/config-and-intervention/validate/compartmental-constraints.png) -???+ tip +??? tip "Troubleshooting the compartmental constraint" In cases where the compartmental constraint doesn't work properly, try defining it as a custom constraint: @@ -90,9 +90,9 @@ Compartmental constraints provide a simple validation layer for your model confi Create an observable that is the sum of all compartments ``` 2. Create a new [configuration](configure-model.md) for the edited model. - 2. Add a custom constraint with the following values: + 3. Add a custom constraint that **linearly constrains** the new observable above and below the total population. - - +

![](../img/config-and-intervention/validate/compartmental-constraint-custom.png)
Custom version (bottom) of the compartmental constraint (top) limiting the new observable above and below the total population.
??? list "Turn the compartmental constraints on or off" @@ -280,9 +280,9 @@ If your validation is taking too long, try editing your constraints to run on a Resolving either of these cases can help you reduce the time required for the full validation. -### Missing boxes +### No satisfactory conditions -If no boxes are returned, it often means the entire parameter range is unsatisfactory. Try running validation again with a wider parameter ranges. +If the results contain no satisfactory conditions, it often means the entire parameter range is unsatisfactory. Try running validation again with a wider parameter ranges. ## Next steps diff --git a/docs/img/config-and-intervention/validate/compartmental-constraint-custom.png b/docs/img/config-and-intervention/validate/compartmental-constraint-custom.png new file mode 100644 index 0000000000000000000000000000000000000000..9d9a13898e14fcf55322cbbaa7f865afa1af0f58 GIT binary patch literal 27175 zcmb@ubzGF)zwSSPgtT<00@5Yj4N7-NN=SEyw6utnw1|LogLI>`fOLa23|#~K);!(Oo;)Bq6*z=1mUWhvWd~}31uj_wInNJlw4S~ zSwq5q>)1?nZWIKKeWg`&aUn3mz`keIp)|_$@Ng!4)Jcu&)u}ixtJK2ry!QQZ*Lpyv z*XU~NEhJCf?E5Ssveq!S#&KHOa9Oly1=I|;`@N}#`L}EZ4yzS?lgmkE58}W2O94ST z?H~C`SMa0qU-7f9VXX~(D{xz4#IFAM6*mW8mDF8wO}>1Pz1@Xfh!r}No2WR9j~dl$ zjygy=q!ghf@{&SBEAAw`bP#=uZN#>q&){-{19PJ;nRoha9Burwrys)5NMC$X4-V%% zAbZZB;ZAi5O%S?&+VsXXxpScE9kZ4~JT(j_aP$xB(5q&}V3M&r^LgrZiBa~k()o+a zDhGa5$ODgaLEYUH3g@MwZ);h2{JUU>m9-ybKm9s3u{lq^zKqyV2sDt&gS6y~^KZV( zGt6}w&NAGiD8!M7u&VP%qM$&;m;GgY>FwpTwQzs%cK8St`_Ogs0P9U7=ob|8m+~@@ 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