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UQRelated to uncertainty quantificationRelated to uncertainty quantificationdocumentationImprovements or additions to documentationImprovements or additions to documentationpriorityHigh priority items to work on in the near termHigh priority items to work on in the near term
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Our documentation already has a toy example showcasing Bayesian calibration but using a simple simulation does not allow us to demonstrate the true advantages of having autodiff and gradient-based calibration methods like HMC. It would be good to find an example simulation that demonstrates the computational savings made by using a gradient-based emulator compared to a simulator for Bayesian calibration.
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UQRelated to uncertainty quantificationRelated to uncertainty quantificationdocumentationImprovements or additions to documentationImprovements or additions to documentationpriorityHigh priority items to work on in the near termHigh priority items to work on in the near term
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📋 Product backlog