Create cantilever.jmd #919
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The manifest is all messed up, it seems like it was mixed with another? https://buildkite.com/julialang/scimlbenchmarks-dot-jl/builds/2284#018ed813-4107-4ee4-bebc-bc6094734f48/369-378 |
benchmarks/Surrogates/Project.toml
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| DiffEqPhysics = "055956cb-9e8b-5191-98cc-73ae4a59e68a" | ||
| DiffEqProblemLibrary = "a077e3f3-b75c-5d7f-a0c6-6bc4c8ec64a9" | ||
| DifferentialEquations = "0c46a032-eb83-5123-abaf-570d42b7fbaa" |
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Actually I reproduced the Manifest.toml again for the new benchmark, and overwrote it over the existing one! |
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Will fix it |
| author: Mridul Jain, Chris Rackauckas | ||
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| The Cantilever Beam function is defined as: |
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What is this function exactly? I understand its related to Cantilever Beam but what does it compute?
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To the best of my knowledge, engineers need numerical solvers for computational analysis and simulations which are precisely performed on cantilever beams.
benchmarks/Surrogates/cantilever.jmd
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| ## Fitting the surrogate models | ||
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| ```julia | ||
| mypoly_surrogate = PolynomialChaosSurrogate(xys, zs, lb, ub) |
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This looks incorrect. Shouldn't it be x_train, y_train instead of xys, zs?
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Yeah, will just replace it after testing once
benchmarks/Surrogates/cantilever.jmd
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| ```julia | ||
| # Plot for Polynomial Surrogate | ||
| p1 = surface(x, y, (x, y) -> mypoly_surrogate([x y])) |
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I think it would make more sense to plot the surface of the original function and scatter the surrogate predictions instead of surface plot of the surrogate
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Are these scatter plots fine for the model??
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I have changed the plots for all the models, plotting surface for the canti lever and scatter for the surrogates
@ChrisRackauckas and @sathvikbhagavan
Co-authored-by: Sathvik Bhagavan <35105271+sathvikbhagavan@users.noreply.github.com>
Co-authored-by: Sathvik Bhagavan <35105271+sathvikbhagavan@users.noreply.github.com>
Co-authored-by: Sathvik Bhagavan <35105271+sathvikbhagavan@users.noreply.github.com>
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Please fix the errors before adding more things so something can merge. |
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Got it! |
Add a new surrogates benchmark!