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