is there any PCE sensitivity method example that I can check?

[LMedinaU]

Dear UQpy developers,
Once again, thanks for making UQpy available. My students and I are using it for our course (Introduction to UQ in engineering).

I was wondering if there is any PCE example that I can check, Sorry if there is such example, but it seems I can find at https://uqpyproject.readthedocs.io/en/latest/sensitivity/pce.html

Thanks in advance for your help.

Regards,

Luis

[dimtsap]

Dear Luis,

You are correct the PceSensitivity examples do not exist in the Sensitivity folder. Instead they are incorporated in the Surrogates folder. There are two different examples that use the PceSensitivtity capability of UQpy, namely:
The Ishigami function: https://uqpyproject.readthedocs.io/en/latest/auto_examples/surrogates/pce/plot_pce_ishigami.html#sphx-glr-auto-examples-surrogates-pce-plot-pce-ishigami-py
and a more advanced example that uses the hyperbolic truncation and Least Angle Regression capabilities.
https://uqpyproject.readthedocs.io/en/latest/auto_examples/surrogates/pce/plot_pce_sparsity_lars.html#sphx-glr-auto-examples-surrogates-pce-plot-pce-sparsity-lars-py

(Maybe these example can be moved to the sensitivity folder to be easier to find)
Thank you for your feedback. Please let me know if these two examples suffice!

Kind regards,
Dimitris

[LMedinaU]

Hi Dimitris, Thank you so much for your prompt response. Yes, at glance, it seems to me that the examples you mention will be very helpful for us. Thanks again for your attention. Have a great weekend, Regards, Luis

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On Fri, Dec 2, 2022 at 12:41 PM Dimitris Tsapetis ***@***.***> wrote: Dear Luis, You are correct the PceSensitivity examples do not exist in the Sensitivity folder. Instead they are incorporated in the Surrogates folder. There are two different examples that use the PceSensitivtity capability of UQpy, namely: The Ishigami function: https://uqpyproject.readthedocs.io/en/latest/auto_examples/surrogates/pce/plot_pce_ishigami.html#sphx-glr-auto-examples-surrogates-pce-plot-pce-ishigami-py and a more advanced example that uses the hyperbolic truncation and Least Angle Regression capabilities. https://uqpyproject.readthedocs.io/en/latest/auto_examples/surrogates/pce/plot_pce_sparsity_lars.html#sphx-glr-auto-examples-surrogates-pce-plot-pce-sparsity-lars-py (Maybe these example can be moved to the sensitivity folder to be easier to find) Thank you for your feedback. Please let me know if these two examples suffice! Kind regards, Dimitris — Reply to this email directly, view it on GitHub <#198 (comment)>, or unsubscribe <https://github.com/notifications/unsubscribe-auth/AWTJL4UKAUC2RWKPLXQUKKDWLIKDZANCNFSM6AAAAAASR3TFGE> . You are receiving this because you authored the thread.Message ID: ***@***.***>