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Sensitivity is very janky at the moment. Very playable at sensitivities lower than 50%
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### Describe the new feature.
This feature exists in a couple of other mods for 1.8.9, and it would be good to have this in a mod for a newer version. This feature would involve having a configurable…
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Use sensitivities to calculate the Jacobian of the cost function in order to speed up the fitting. See [this notebook](https://github.com/pybamm-team/workshop-notebooks/blob/main/2021-09-workshop/Sess…
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Form the Jacobian, e.g. d(Z)/d(theta) where Z is the emulator and theta are the parameters.
As they say in the paper:
With these, one can explore the sensitivities of the simulator model, describe …
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If you are comfortable to post information about cultural sensitivities in your region which visiting instructors should be aware of, please post it here. Alternatively you can email Kari Jordan at ka…
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Hi, great work!
Any plans to add adjoint sensitivities?
Kr, oyvind?
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The DG method is implemented using matrix operators (Eigen library matrices) with double scalar type.
For the particle transport, we construct a matrix of the form $M=M' r + M^{''} r^2 + M^{'''} \Del…
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The sensitivity scores in `results/sensitivities/ppl_sentivities_ppl.csv` represent the importance of each layer: how the perplexity performance drops when a layer is dropped. For each layer, we have …
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Please add analog sensitivities option
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The current implementation of adjoint sensitivities is functional, but very poorly optimized. Currently it just evaluates the full derivative function for the domain and then extracts the one derivati…