data-driven Multi-Fidelity Kriging

[AmosJoseph]

Hi, thanks for this nice smt!

I have a few high Fidelity data, and also many low Fidelity data, then how to build a data-driven Multi-Fidelity Kriging with accurracy validation on high Fidelity data?

How to solve the problem? Could you give some advice?
Is there any example concerning the data-driven Multi-Fidelity Kriging?
Could you give a code snippet?

Thank you!
Best!

[NatOnera]

Hi,
Concerning multi fidelity data, you have some examples in the documentation:
https://smt.readthedocs.io/en/stable/_src_docs/applications/mfk.html
and in the notebooks
https://github.com/SMTorg/smt/blob/master/tutorial/SMT_MFK_tutorial.ipynb
https://github.com/SMTorg/smt/blob/master/tutorial/SMT_MFK_Noise.ipynb

Best
Nathalie