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wilsonduan10 committed Jun 29, 2023
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Showing 1 changed file with 3 additions and 6 deletions.
9 changes: 3 additions & 6 deletions examples/SurfaceFluxExample/kappa_calibration.jl
Original file line number Diff line number Diff line change
Expand Up @@ -253,16 +253,13 @@ ylabel!("U^*")
png("our_plot")
# ![see plot: ](../assets/kappa_calibration_plot1.png)

# We also plot the unconstrained κ values across all ensembles before and after the EKI process in a histogram.
# We also plot the constrained κ values across all ensembles before and after the EKI process in a histogram.
histogram(initial_ensemble[1, :], label = "initial")
histogram!(final_ensemble[1, :], label = "final")
xlabel!("κ")
ylabel!("# of Ensembles")
png("final_and_initial_ensemble")
# ![see plot: ](../assets/kappa_calibration_plot2.png)

#=
- discuss pipeline
- perfect model experiment ok
- functional learning extension?
=#
# Evidently, EKI was highly successful at recovering the von karman constant κ = 0.4. This process will be extended to recover
# stability function parameters such as a_m, a_h, b_m, b_h, and Pr_0.

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